Safe Bayesian Optimization for Control

Felix Berkenkamp 
2020 

0
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Report 
Introducing morphology

Usama Soltan 
2015 

0
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Report 
Lecture 4: Language Model Evaluation and Advanced methods'

KaiWei Chang' 
2016 

0
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Report 
Application of Bayes Theorem

Frank Keller 
2016 

0
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Report 
Mathematics of deep learning

Leon Bottou 
2018 

0
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Report 
Linear Algebra and Learning from Data: Table of Contents

Gilbert Strang 
2019 

0
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Report 
Super VIP Cheatsheet: Machine Learning

Afshine Amidi and Shervine Amidi 
2018 

0
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Report 
Opportunities for infusing physics in AI/ML algorithms

Anima Anandkumar 
2018 

0
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Report 
Introduction

Joan Bruna 
2016 

0
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Report 
Variational Inference: Mean Field Approximation

Eric Xing 
2014 

0
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Report 
Introduction to NLP

KaiWei Chang 
2017 

0
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Report 
Confidence Intervals

Eric Grimson, John Guttag, Ana Bel 
2016 

0
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Report 
A First Look at Structures

Dan Roth 
2017 

0
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Report 
The Probabilistic Approach to Learning from Data

Matt Gormley' 
2019 

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Report 
Parts of Speech

Dragomir Radev 
2018 

0
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Report 
Training neural networks  optimization

Hugo Larochelle 
2017 

0
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Report 
Sparse coding

Hugo Larochelle 
2017 

0
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Report 
3D Chromatin Structure & Dimensionality Reduction

Ge (Saber) Liu, Corban Swain 
2020 

0
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Report 
Matrix vs. Tensor Methods: Robustness to Block Sparse Perturbations

Anima Anandkumar 
2016 

0
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Report 
syllabus 2

Usama Soltan 
2015 

0
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Report 
Prior and Hierarchical Modeling

Nicholas Zabaras 
2017 

0
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Report 
Probabilistic Graphical Models

Mladen Kolar and Rob McCulloch 
2015 

0
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Report 
Introduction

Lu Wang 
2017 

0
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Report 
Efficient computation: An informal introduction

Boaz Barak 
2021 

0
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Report 
Context in Language

Nathan Schneider 
2018 

0
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Report 
Perceptron

Marine Carpuat 
2018 

0
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Report 
Bayesian Linear Regression

John Paisley 
2017 

0
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Report 
Machine learning I

Moses Charikar and Dorsa Sadigh 
2019 

0
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Report 
Collaborative Filtering

John Paisley 
2017 

0
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Report 
Characterizing Uncertainty Experiment Planning

David Gifford 
2020 

0
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Report 
Generalized linear models

Eric Xing 
2014 

0
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Report 
Introduction

Brendan O'Connor 
2017 

0
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Report 
MAP Estimation

Mark Schmidt 
2017 

0
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Report 
Basic Text Processing Regular Expressions

Dan Jurafsky 
2017 

0
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Report 
MIT Probability Course Summarized

Zaid Alyafeai 
2018 

0
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Report 
Machine Learning for Data Science

John Paisley' 
2019 

0
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Report 
Backpropagation

François Fleuret 
2019 

0
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Report 
Basics and Examples of Principal Component Analysis (PCA)

Sujin Jang 
2014 

0
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Report 
GAN, MCMC, SelfSupervised Learning

Joan Bruna 
2016 

0
+

Report 
Sequential Monte Carlo (Continued) and Conditional Linear Gaussian Models

Nicholas Zabaras' 
2019 

0
+

Report 
Kraft Inequality, Source Coding Theorem, Huffman Coding

Frank Keller 
2016 

0
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Report 
Prior and Hierarchical Modeling

Nicholas Zabaras' 
2019 

0
+

Report 
A note about NLP tools NLTK

Nathan Schneider 
2018 

0
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Report 
Parametric Models

Ethem AlpaydÄ±n 
2014 

0
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Report 
Graph Partitioning II: Spectral Methods

Carlos Castillo 
2017 

0
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Report 
Introduction to Machine Learning

Eric Grimson, John Guttag, Ana Bel 
2016 

0
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Report 
Probabilistic ContextFree Grammars

Michael Collins, 
2018 

0
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Report 
Continuous Random Variables and Density

Frank Keller 
2016 

0
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Report 
Discrete vs Continuous time in Optimization: the Stochastic case and beyond.

Joan Bruna 
2019 

0
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Report 
Linear Algebra and Learning from Data: Selected solutions by Tony Tohme

Gilbert Strang 
2019 

0
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Report 
Machine learning I

Percy Liang 
2017 

0
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Report 
Enhancer–promoter interactions are encoded by complex genomic signatures on looping chromatin

Sean Whalen, Rebecca M Truty, Katherine S Pollard 
2016 

0
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Report 
Project discussion

Brendan O?Connor 
2015 

0
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Report 
GraphInduced Structured InputOutput Methods

Eric Xing 
2014 

0
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Report 
Algorithms for Natural Language Processing

Nathan Schneider 
2018 

0
+

Report 
Introduction to Theoretical Computer Science: Introduction

Boaz Barak 
2021 

0
+

Report 
Language and Complexity

Dragomir Radev 
2018 

0
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Report 
Preprocessing

Dragomir Radev 
2018 

0
+

Report 
BiasVariance Tradeoff

John Paisley 
2017 

0
+

Report 
Visualizing and Understanding

Justin Johnson, Serena Yeung, FeiFei Li 
2019 

0
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Report 
Bayesian Hyperparameter Optimization

Roger Grosse 
2018 

0
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Report 
Review and Practice Problems

Furong Huang 
2018 

0
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Report 
Model interpretability, generative models, and uncertainty

Sachit Saksena 
2019 

0
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Report 
Literary Event Detection

Matthew Sim, Jong Ho Park, David Bamman 
2019 

0
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Report 
Introduction

Dragomir Radev 
2017 

0
+

Report 
Gibbs Sampling

Nicholas Zabaras 
2017 

0
+

Report 
More DAGs

Mark Schmidt 
2017 

0
+

Report 
What if P equals NP?

Boaz Barak 
2021 

0
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Report 
Semantic Grammar

Ralph Grishman 
2018 

0
+

Report 
Naive Bayes

Dan Klein and Pieter Abbeel' 
2019 

0
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Report 
What is Probability Theory? Probability and Cognition Combinatorial Methods

Frank Keller 
2016 

0
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Report 
Sparse coding

Hugo Larochelle' 
2019 

0
+

Report 
Combining Multiple Learners

Ethem AlpaydÄ±n 
2014 

0
+

Report 
Predicting gene expression and splicing

Manolis Kellis 
2020 

0
+

Report 
Gaussian Bayesian Networks

Sargur N. Srihari 
2018 

0
+

Report 
Natural Language Understanding

Graham Neubig 
2018 

0
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Report 
Differentiable OptimizationBased Modeling for Machine Learning

Brandon Amos 
2020 

0
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Report 
NLTK

Dragomir Radev 
2018 

0
+

Report 
Deep Learning on GraphStructured Data

Efstratios Gavves 
2018 

0
+

Report 
Unsupervised Learning with Geometric Priors

Joan Bruna 
2019 

0
+

Report 
Deep Learning Optimizations

Efstratios Gavves' 
2019 

0
+

Report 
Combining Multiple Learners

Ethem AlpaydÄ±n' 
2019 

0
+

Report 
Visualizing the processing in the input

François Fleuret 
2019 

0
+

Report 
Gradient, Subgradient and how they may affect your grade(ient)

David Sontag' 
2019 

0
+

Report 
Ensemble Methods:Boosting, Bagging and Random Forests

Ansaf SallebAouissi' 
2019 

0
+

Report 
Optimization and Neural Nets

Pieter Abbeel, Dan Klein 
2018 

0
+

Report 
Convolution as a Moving Window

Gilbert Strang 
2019 

0
+

Report 
Pattern Recognition and Machine Learning: Figures (JPG)

Christopher M. Bishop 
2008 

0
+

Report 
Gibbs Sampling

Nicholas Zabaras' 
2019 

0
+

Report 
History of NLP

Dragomir Radev 
2018 

0
+

Report 
Introduction and Class Logistics

Dragomir Radev 
2017 

0
+

Report 
Hilbert Space, Matrix Decomposition

Karl Stratos 
2018 

0
+

Report 
Learning guarantees for finite hypothesis sets.

Mehryar Mohri 
2018 

0
+

Report 
Introduction and Optimization Problems

Eric Grimson, John Guttag, Ana Bel 
2016 

0
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Report 
Types and Static Type Checking

Shay Cohen 
2017 

0
+

Report 
NLP Evaluation

Brendan O?Connor 
2015 

0
+

Report 
Special Probability Distributions Special Probability Densities

Frank Keller 
2016 

0
+

Report 
Conclusion

Percy Liang 
2017 

0
+

Report 
Singlecell RNA sequencing for the study of development, physiology and disease

S. Steven Potter 
2018 

0
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Report 
Midterm Review

Alan Ritter 
2017 

0
+

Report 
Sequential Monte Carlo (Continued) and Conditional Linear Gaussian Models

Nicholas Zabaras 
2017 

0
+

Report 
Normalied Adjacency and Laplacian Matrices

David P. Williamson 
2016 

0
+

Report 
Deep Learning for Natural Language Processing: Introductioin

Richard Socher 
2016 

0
+

Report 
Functions with Infinite domains, Automata, and Regular expressions

Boaz Barak 
2021 

0
+

Report 
Unsupervised HMM POS Tagger Comparison

Julia Hockenmaier 
2013 

0
+

Report 
Distributed Representations

Roger Grosse and Jimmy Ba 
2019 

0
+

Report 
Lexical semantics: senses, relations, classes

Nathan Schneider 
2019 

0
+

Report 
Bias and Fairness

Furong Huang 
2018 

0
+

Report 
Convolutional Neural Networks

Manolis Kellis 
2020 

0
+

Report 
Markov Chain Monte Carlo and MetropolisHasting Algorithm

Nicholas Zabaras 
2017 

0
+

Report 
What is NLP?

Nathan Schneider 
2019 

0
+

Report 
Proofs and algorithms

Boaz Barak 
2021 

0
+

Report 
Viterbi Algorithm

Brendan O?Connor 
2015 

0
+

Report 
Decision Trees & Limits of Learning

Furong Huang' 
2019 

0
+

Report 
Introduction to Machine Learning

David Sontag 
2016 

0
+

Report 
Predicting genome editing outcomes with machine learning methods

David Gifford 
2020 

0
+

Report 
Gibbs Sampling

Sargur N. Srihari 
2018 

0
+

Report 
NLP Resources

Dragomir Radev 
2018 

0
+

Report 
Datadriven Solvers for Inverse Problems

He Sun 
2020 

0
+

Report 
Correlated Topic Models

Julia Hockenmaier 
2013 

0
+

Report 
Finite state morphology and phonology

Susan W. Brown 
2015 

0
+

Report 
Lecture 12: EM Algorithm'

KaiWei Chang' 
2016 

0
+

Report 
Probability and Bayes Theorem

Dan Roth 
2018 

0
+

Report 
Linear Algebra and Learning from Data: Preface

Gilbert Strang 
2019 

0
+

Report 
Pattern Recognition and Machine Learning: Solutions to Exercises

Christopher M. Bishop 
2016 

0
+

Report 
Lecture Introduction

Dan Roth 
2018 

0
+

Report 
Variational Inference: Loopy Belief Propagation

Eric Xing 
2014 

0
+

Report 
Monte Carlo Simulation

Eric Grimson, John Guttag, Ana Bel 
2016 

0
+

Report 
Beyond ContextFree Grammars

Jacob Eisenstein 
2014 

0
+

Report 
Kernel Density Estimation

Mark Schmidt 
2017 

0
+

Report 
Parts of Speech

Dragomir Radev 
2017 

0
+

Report 
Deeper into Deep Learning and Optimizations

Efstratios Gavves 
2018 

0
+

Report 
Invariant Theory

David McAllester 
2017 

0
+

Report 
Computational Systems Biology: Deep Learning in the Life Sciences  Exam Solutions

Manolis Kellis 
2020 

0
+

Report 
Boosting

John Paisley' 
2019 

0
+

Report 
syllabus

Usama Soltan 
2015 

0
+

Report 
Mixture Models and ExpectationMaximization

Nicholas Zabaras 
2017 

0
+

Report 
Ego Nets

Mladen Kolar and Rob McCulloch 
2015 

0
+

Report 
Introduction

Julia Hockenmaier 
2018 

0
+

Report 
Is every theorem provable?

Boaz Barak 
2021 

0
+

Report 
Linear Models, Naive Bayes

Marine Carpuat 
2018 

0
+

Report 
Logistic Regression

John Paisley 
2017 

0
+

Report 
Overview

Moses Charikar and Dorsa Sadigh 
2019 

0
+

Report 
VIP Refresher: Linear Algebra and Calculus

Afshine Amidi and Shervine Amidi 
2018 

0
+

Report 
Model Selection

John Paisley 
2017 

0
+

Report 
Decoding the regulatory genome

David Gifford 
2020 

0
+

Report 
Introduction

Graham Neubig 
2015 

0
+

Report 
Basic Text Processing Regular Expressions

Nathan Schneider 
2018 

0
+

Report 
Tutorial on: Optimization I

Jimmy Ba 
2018 

0
+

Report 
Decision Trees

John Paisley' 
2019 

0
+

Report 
Gradient descent

François Fleuret 
2019 

0
+

Report 
Machine Learning Theory

Tom M. Mitchell 
2015 

0
+

Report 
Canonical Correlation Analysis

Razvan C. Bunescu' 
2019 

0
+

Report 
Entropy Rate, Mutual Information

Frank Keller 
2016 

0
+

Report 
Structured Procrastination for Automated Algorithm Configuration

Bobby Kleinberg, Devon Graham 
2020 

0
+

Report 
Mixture Models and ExpectationMaximization

Nicholas Zabaras' 
2019 

0
+

Report 
Truth ethics

David Bamman 
2017 

0
+

Report 
Multivariate Methods

Ethem AlpaydÄ±n 
2014 

0
+

Report 
Understanding Experimental Data

Eric Grimson, John Guttag, Ana Bel 
2016 

0
+

Report 
Application of Bayes Theorem 2

Frank Keller 
2016 

0
+

Report 
Discrete vs Continuous time in Optimization: the convex case.

Joan Bruna 
2019 

0
+

Report 
Linear Algebra and Learning from Data: SIAM Review

Gilbert Strang 
2020 

0
+

Report 
Machine Learning Resources

Dragomir Radev 
2018 

0
+

Report 
HiChIP: efficient and sensitive analysis of proteindirected genome architecture

Maxwell R Mumbach, Adam J Rubin, Ryan A Flynn, Chao Dai, Paul A Khavari, William J Greenleaf, Howard Y Chang 
2016 

0
+

Report 
Revision Lecture

Shay Cohen 
2017 

0
+

Report 
Spectral Algorithms for Graphical Models

Eric Xing 
2014 

0
+

Report 
Natural Language Processing Introduction

David Bamman 
2017 

0
+

Report 
Mathematical Background

Boaz Barak 
2021 

0
+

Report 
Language and Complexity

Dragomir Radev 
2017 

0
+

Report 
Naive Bayes

Dan Klein and Pieter Abbeel 
2014 

0
+

Report 
Morphology and Lexicon

Dragomir Radev 
2017 

0
+

Report 
Detection and Segmentation

Justin Johnson, Serena Yeung, FeiFei Li 
2019 

0
+

Report 
Gradient, Subgradient and how they may affect your grade(ient)

David Sontag 
2016 

0
+

Report 
Introduction to Machine Learning

Furong Huang 
2018 

0
+

Report 
CNNs, RNNs, and interpretability

Sachit Saksena 
2019 

0
+

Report 
Tensor Contraction with Extended BLAS Kernels on CPU and GPU

Yang Shi 
2018 

0
+

Report 
Introduction to Bayesian Statistics, Exponential Family of Distributions

Nicholas Zabaras 
2017 

0
+

Report 
Message Passing

Mark Schmidt 
2017 

0
+

Report 
Course Overview

Ruihong Huang 
2017 

0
+

Report 
Space bounded computation

Boaz Barak 
2021 

0
+

Report 
Reference Resolution

Ralph Grishman 
2018 

0
+

Report 
BiasVariance

Sargur N. Srihari 
2018 

0
+

Report 
What is Probability Theory? Probability and Cognition Combinatorial Methods 2

Frank Keller 
2016 

0
+

Report 
Invariant Theory

David McAllester' 
2019 

0
+

Report 
Decision Trees

Ethem AlpaydÄ±n 
2014 

0
+

Report 
The Zen of PCA, tSNE, and Autoencoders

David Gifford 
2019 

0
+

Report 
Gaussian Distribution

Sargur N. Srihari 
2018 

0
+

Report 
Introduction

Greg Durrett 
2017 

0
+

Report 
Word Distributions

Dragomir Radev 
2017 

0
+

Report 
Stochastic Gradient Descent

David McAllester' 
2019 

0
+

Report 
Supervised Learning

Razvan C. Bunescu' 
2019 

0
+

Report 
Looking at activations

François Fleuret 
2019 

0
+

Report 
Optimization

Razvan C. Bunescu' 
2019 

0
+

Report 
Bootstrapping and Face Detection Application

Ansaf SallebAouissi' 
2019 

0
+

Report 
Optimization Algorithms

Kian Katanforoosh 
2018 

0
+

Report 
The Central Limit Theorem

Gilbert Strang 
2019 

0
+

Report 
Language change

Usama Soltan 
2015 

0
+

Report 
Introduction to Bayesian Statistics, Exponential Family of Distributions

Nicholas Zabaras' 
2019 

0
+

Report 
History of NLP

Dragomir Radev 
2017 

0
+

Report 
Anaphora and coreference

Jacob Eisenstein 
2014 

0
+

Report 
Parametric Models

Ethem AlpaydÄ±n' 
2019 

0
+

Report 
Introduction, Vector Space Review

Karl Stratos 
2018 

0
+

Report 
Introduction to Computational Linguistics

Marine Carpuat 
2018 

0
+

Report 
Statistical Sins and Wrap Up

Eric Grimson, John Guttag, Ana Bel 
2016 

0
+

Report 
Pushdown automata

Shay Cohen 
2017 

0
+

Report 
NLP Evaluation: Bootstrapping & sig tests

Brendan O?Connor 
2015 

0
+

Report 
Distributions Independence

Frank Keller 
2016 

0
+

Report 
Overview and review

Percy Liang 
2017 

0
+

Report 
The dynamics and regulators of cell fate decisions are revealed by pseudotemporal ordering of single cells

Cole Trapnell, Davide Cacchiarelli, Jonna Grimsby, Prapti Pokharel, Shuqiang Li, Michael Morse, Niall J Lennon, Kenneth J Livak, Tarjei S Mikkelsen, John L Rinn 
2014 

0
+

Report 
Boosting

John Paisley 
2017 

0
+

Report 
Natural Language Processing: Course Information

Dan Klein 
2014 

0
+

Report 
Canonical Correlation Analysis

Razvan C. Bunescu 
2017 

0
+

Report 
DAG networks

François Fleuret 
2019 

0
+

Report 
Introduction to Python Lecture #3

Andrew McCallum 
2007 

0
+

Report 
Introduction to Natural Language Processing

Brendan O?Connor 
2015 

0
+

Report 
Code as data, data as code

Boaz Barak 
2021 

0
+

Report 
Lecture 2: Statistical inferences

Julia Hockenmaier 
2013 

0
+

Report 
Backpropagation

Roger Grosse and Jimmy Ba 
2019 

0
+

Report 
Markov Chain Monte Carlo Sampling

Sargur N. Srihari 
2018 

0
+

Report 
Practical Issues: Features, Evaluation, Debugging

Furong Huang 
2018 

0
+

Report 
Neural Networks

David Gifford, Konstantin Krismer 
2019 

0
+

Report 
Introduction to Monte Carlo Methods, Sampling from Discrete and Continuum Distributions

Nicholas Zabaras 
2017 

0
+

Report 
Introduction and Background

Stefano Ermon,Aditya Grover 
2019 

0
+

Report 
Cryptography

Boaz Barak 
2021 

0
+

Report 
Computational Morphology: Introduction

Yulia Zinova 
2016 

0
+

Report 
Empirical Methods in Natural Language Processing Lecture 2

Philipp Koehn 
2008 

0
+

Report 
Review and Practice Problems

Furong Huang' 
2019 

0
+

Report 
Introduction To Machine Learning

David Sontag 
2016 

0
+

Report 
Highthroughput Perturbations MPRA, STARRSeq, SHARPR, HiDRA, PerturbSeq

Manolis Kellis 
2020 

0
+

Report 
Bernoulli Mixture Models

Sargur N. Srihari 
2018 

0
+

Report 
Automated Compiler Optimization

Tianqi Chen 
2020 

0
+

Report 
Discovering Morphological Paradigms from Plain Text Using a Dirichlet Process Mixture Model

Julia Hockenmaier 
2013 

0
+

Report 
Probabilities 2

Dragomir Radev 
2017 

0
+

Report 
FiniteState Transducers

Jacob Eisenstein 
2014 

0
+

Report 
Lecture 8: Word Clustering'

KaiWei Chang' 
2016 

0
+

Report 
Decision trees

David Sontag 
2016 

0
+

Report 
The Construction of Deep Neural Networks

Gilbert Strang 
2019 

0
+

Report 
Pattern Recognition and Machine Learning Chapter 3: Linear Models for Regression

Christopher M. Bishop 
2016 

0
+

Report 
Markov Chain Monte Carlo and MetropolisHasting Algorithm

Nicholas Zabaras' 
2019 

0
+

Report 
Lecture Introduction

Dan Roth 
2018 

0
+

Report 
Factor Analysis and State Space Models

Eric Xing 
2014 

0
+

Report 
Random Walks

Eric Grimson, John Guttag, Ana Bel 
2016 

0
+

Report 
Parsing with Context Free Grammars

Nathan Schneider 
2018 

0
+

Report 
Preprocessing

Dragomir Radev 
2017 

0
+

Report 
Density Estimation

Mark Schmidt 
2017 

0
+

Report 
Lecture 1: Introduction'

KaiWei Chang' 
2016 

0
+

Report 
"Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares"

"Stephen Boyd, Lieven Vandenberghe" 
2018 

0
+

Report 
Stochastic Gradient Descent

David McAllester 
2017 

0
+

Report 
Machine Learning: Introduction and Unsupervised Learning

Chuck Dyer 
2018 

0
+

Report 
Computational Systems Biology: Deep Learning in the Life Sciences  Exam Problems

Manolis Kellis 
2020 

0
+

Report 
Boosting.

Mehryar Mohri 
2018 

0
+

Report 
Wrapup: Review and Revision

Alex Lascarides, Shay Cohen 
2019 

0
+

Report 
Exponential Family and Generalized Linear Models

Nicholas Zabaras 
2017 

0
+

Report 
Networks

Mladen Kolar and Rob McCulloch 
2015 

0
+

Report 
Introduction

Greg Durrett 
2018 

0
+

Report 
Universality and uncomputability

Boaz Barak 
2021 

0
+

Report 
Lecture 5: Morphology'

KaiWei Chang' 
2016 

0
+

Report 
Exploding and Vanishing Gradients

Roger Grosse and Jimmy Ba 
2019 

0
+

Report 
Probabilities 1

Dragomir Radev 
2018 

0
+

Report 
Introduction to Applied Linear Algebra

Stephen Boyd, Lieven Vandenberghe 
2018 

0
+

Report 
Machine Learning for Data Science

John Paisley 
2017 

0
+

Report 
Deep Learning Model Interpretation

Brandon Carter 
2020 

0
+

Report 
Gene regulation, chromatin accessibility, DNA regulatory code

Manolis Kellis 
2020 

0
+

Report 
Methodology 2

Peter Bloem 
2019 

0
+

Report 
Regular expressions and Kleene?s theorem

Shay Cohen 
2017 

0
+

Report 
Morphology Parsing

Shay Cohen 
2017 

0
+

Report 
Optimization: Part II

Jorge Nocedal 
2018 

0
+

Report 
Decision Trees

Furong Huang' 
2019 

0
+

Report 
Loss and risk

François Fleuret 
2019 

0
+

Report 
Machine Learning Theory II

Tom M. Mitchell 
2015 

0
+

Report 
Understanding Reparameterisation Gradients

Philip Schulz, Wilker Aziz 
2018 

0
+

Report 
limitations of regular languages

Shay Cohen 
2017 

0
+

Report 
Structured Procrastination for Automated Algorithm Configuration

Bobby Kleinberg, Devon Graham 
2020 

0
+

Report 
Exponential Family and Generalized Linear Models

Nicholas Zabaras' 
2019 

0
+

Report 
Expectation and Related Concepts Chebyshevs Theorem

Frank Keller 
2016 

0
+

Report 
Nonparametric Methods

Ethem AlpaydÄ±n 
2014 

0
+

Report 
Speech and Language Processing'

ETHZ' 
2013 

0
+

Report 
Sample Spaces and Events Probability of an Event

Frank Keller 
2016 

0
+

Report 
Landscape of Deep Learning Optimization. Positive and Negative results. Open Problems.

Joan Bruna 
2019 

0
+

Report 
Linear Algebra and Learning from Data: Selected solutions by the Author

Gilbert Strang 
2019 

0
+

Report 
Predicting effects of noncoding variants with deep learning–based sequence model

Jian Zhou, Olga G Troyanskaya 
2015 

0
+

Report 
Methods used in NLP

Dragomir Radev 
2016 

0
+

Report 
Introduction and Course Administration

Shay Cohen 
2017 

0
+

Report 
Kernel Graphical Models

Eric Xing 
2014 

0
+

Report 
Writng Well in NLP and ML

Chris Dyer 
2015 

0
+

Report 
Introduction to Theoretical Computer Science: Preface

Boaz Barak 
2021 

0
+

Report 
Bayes Theorem

Dragomir Radev 
2018 

0
+

Report 
Loss Functions and Optimization

Justin Johnson, Serena Yeung, FeiFei Li 
2019 

0
+

Report 
Probabilities 1

Dragomir Radev 
2016 

0
+

Report 
Optimization

Razvan C. Bunescu 
2017 

0
+

Report 
Training neural networks  model selection

Hugo Larochelle 
2017 

0
+

Report 
Introduction to machine learning

Sachit Saksena 
2019 

0
+

Report 
Nonconvex Robust PCA: Provable Bounds

Anima Anandkumar 
2019 

0
+

Report 
Wrapup

Greg Durrett 
2017 

0
+

Report 
Continuous Latent Variable Models: Probabilistic and Bayesian PCA,Kernel PCA

Nicholas Zabaras 
2017 

0
+

Report 
Matrix Notation

Mark Schmidt 
2017 

0
+

Report 
Introduction

Sida Wang 
2018 

0
+

Report 
NP, NP completeness, and the CookLevin Theorem

Boaz Barak 
2021 

0
+

Report 
Verbs and Pronouns

Ralph Grishman 
2018 

0
+

Report 
Tagsets, Corpora Annotation

Jirka Hana, Anna Feldman 
2013 

0
+

Report 
Naïve Bayes

Pieter Abbeel, Dan Klein 
2018 

0
+

Report 
Introduction to Probability and Statistics

Chris CallisonBurch 
1058 

0
+

Report 
Machine Learning: Introduction and Unsupervised Learning

Chuck Dyer' 
2019 

0
+

Report 
Introduction

Ethem AlpaydÄ±n 
2014 

0
+

Report 
The Zen of PCA, tSNE, and Autoencoders

David Gifford 
2019 

0
+

Report 
Advanced Topics in MCMC

Eric Xing 
2014 

0
+

Report 
Introduction

Wei Xu 
2019 

0
+

Report 
Semantic Lexicon Induction

Ruihong Huang 
2017 

0
+

Report 
Perceptrons and Logistic Regression

Pieter Abbeel, Dan Klein 
2018 

0
+

Report 
Introduction to Machine Learning

Razvan C. Bunescu' 
2019 

0
+

Report 
Looking at parameters

François Fleuret 
2019 

0
+

Report 
(Sub)gradient Descent

Furong Huang' 
2019 

0
+

Report 
Design and Analysis of Machine Learning Experiments

Ethem AlpaydÄ±n' 
2019 

0
+

Report 
Generalization and Regularization

Xavier Bresso 
2017 

0
+

Report 
Singular Value Decomposition Tutorial

Kirk Baker 
2005 

0
+

Report 
VIP Cheatsheet: Machine Learning Tips

Afshine Amidi and Shervine Amidi 
2018 

0
+

Report 
Data Intensive Linguistics Lecture 16

Philipp Koehn 
2008 

0
+

Report 
Continuous Latent Variable Models: Probabilistic and Bayesian PCA,Kernel PCA

Nicholas Zabaras' 
2019 

0
+

Report 
Coreference and Entity Resolution

Brendan O?Connor 
2015 

0
+

Report 
Nonparametric Methods

Ethem AlpaydÄ±n' 
2019 

0
+

Report 
Canonical Correlation Analysis (CCA)

Karl Stratos 
2018 

0
+

Report 
CS11747 Neural Networks for NLP Intro

Graham Neubig 
2017 

0
+

Report 
Classification and Statistical Sins

Eric Grimson, John Guttag, Ana Bel 
2016 

0
+

Report 
Weaknesses of Probabilistic ContextFree Grammars

Michael Collins, 
2018 

0
+

Report 
NLP Tasks 1

Dragomir Radev 
2018 

0
+

Report 
Special Probability Distributions Special Probability Densities

Frank Keller 
2016 

0
+

Report 
Natural Language Processing Lecture 2

Susan W. Brown 
2015 

0
+

Report 
Ensemble Methods

Sebastian Raschka 
2018 

0
+

Report 
Introduction to Machine Learning

Percy Liang 
2017 

0
+

Report 
Discovery of directional and nondirectional pioneer transcription factors by modeling DNase profile magnitude and shape

Richard I Sherwood, Tatsunori Hashimoto, Charles W O’Donnell, Sophia Lewis, Amira A Barkal, John Peter van Hoff, Vivek Karun, Tommi Jaakkola, David K Gifford 
2014 

0
+

Report 
Methods used in NLP

Dragomir Radev 
2018 

0
+

Report 
Administrative corrections

Jacob Eisenstein 
2014 

0
+

Report 
Posterior Regularization: An Integrative Paradigm for Learning Graphical Models

Eric Xing 
2014 

0
+

Report 
Python

George Konidaris 
2016 

0
+

Report 
Natural Language Processing Introduction

Brendan O?Connor 
2015 

0
+

Report 
Defining computation

Boaz Barak 
2021 

0
+

Report 
Minimum Bayes Risk

Chris Dyer 
2015 

0
+

Report 
Stochastic Gradient Descent

Jordan BoydGraber 
2019 

0
+

Report 
DecisionTheory

Sargur N. Srihari 
2018 

0
+

Report 
A Probabilistic View of Machine Learning I

Furong Huang 
2018 

0
+

Report 
Computational Systems Biology: Deep Learning in the Life Sciences  Course Intro + Overview Foundations

David Gifford 
2019 

0
+

Report 
Natural Language Processing Lecture 1

Noah Smith 
2017 

0
+

Report 
Introduction to State Space Models and Sequential Importance Sampling

Nicholas Zabaras 
2017 

0
+

Report 
Introduction to the course, Probability, and Python

Jordan BoydGraber 
2019 

0
+

Report 
Introduction and Background

Stefano Ermon,Aditya Grover 
2019 

0
+

Report 
Modeling randomized computation

Boaz Barak 
2021 

0
+

Report 
Empirical Methods in Natural Language Processing Lecture 1

Philipp Koehn 
2008 

0
+

Report 
Training neural networks  model selection

Hugo Larochelle' 
2019 

0
+

Report 
Introduction to Machine Learning

Furong Huang' 
2019 

0
+

Report 
Design and Analysis of Machine Learning Experiments

Ethem AlpaydÄ±n 
2014 

0
+

Report 
Systems genetics: Deep Learning, eQTLs, Polygenicity, Heritability, LMMs, LDSC, PRS, Networks

Manolis Kellis 
2020 

0
+

Report 
Evidence Approximation

Sargur N. Srihari 
2018 

0
+

Report 
Design by Adaptive Sampling & Biochemistry Applications

Jennifer Listgarten 
2020 

0
+

Report 
Graphical Models

Ethem AlpaydÄ±n' 
2019 

0
+

Report 
Finitestate methods for morphology

Julia Hockenmaier 
2018 

0
+

Report 
Lecture 8: Variational inference

Julia Hockenmaier 
2013 

0
+

Report 
Bayesian Linear Regression

John Paisley' 
2019 

0
+

Report 
Annotation

Nathan Schneider 
2018 

0
+

Report 
Finite State Transducers

Dragomir Radev 
2018 

0
+

Report 
Neural networks Conditional random elds  motivation

Hugo Larochelle 
2017 

0
+

Report 
MatrixMatrix Multiplication AB

Gilbert Strang 
2019 

0
+

Report 
Pattern Recognition and Machine Learning Chapter 2: Probability Distributions

Christopher M. Bishop 
2016 

0
+

Report 
Introduction to Monte Carlo Methods, Sampling from Discrete and Continuum Distributions

Nicholas Zabaras' 
2019 

0
+

Report 
The Matrix Cookbook

Kaare Brandt Petersen, Michael Syskind Pedersen 
2012 

0
+

Report 
Midterm

Matt Gormley 
2016 

0
+

Report 
Lecture Notes on Spectral Graph Methods

Michael W. Mahoney 
2016 

0
+

Report 
Gaussian graphical models and Ising models: modeling networks

Eric Xing 
2014 

0
+

Report 
Introduction to Linguistics

Usama Soltan 
2015 

0
+

Report 
Stochastic Thinking

Eric Grimson, John Guttag, Ana Bel 
2016 

0
+

Report 
English Syntax & CFGs

Nathan Schneider 
2018 

0
+

Report 
NLP Tasks 2

Dragomir Radev 
2018 

0
+

Report 
Mixture Density Networks

Sargur N. Srihari 
2018 

0
+

Report 
Lecture 2: Ngram'

KaiWei Chang' 
2016 

0
+

Report 
Linear Regression

Matt Gormley 
2016 

0
+

Report 
Machine Learning

George Konidaris 
2016 

0
+

Report 
Quantitative singlecell RNAseq with unique molecular identifiers

Saiful Islam, Amit Zeisel, Simon Joost, Gioele La Manno, Pawel Zajac, Maria Kasper, Peter Lönnerberg, Sten Linnarsson 
2014 

0
+

Report 
Trees, Bagging, Random Forests and Boosting

Mladen Kolar and Rob McCulloch 
2015 

0
+

Report 
Review

Peter Bloem 
2019 

0
+

Report 
Implementation of Bayesian Regression and Variable Selection

Nicholas Zabaras 
2017 

0
+

Report 
Introduction to the Course

Sameer Singh 
2017 

0
+

Report 
Restricted computational models

Boaz Barak 
2021 

0
+

Report 
Theory of Automata and Formal Languages'

ETHZ' 
2013 

0
+

Report 
Morphology

Jacob Eisenstein 
2014 

0
+

Report 
Optimizing the Input

Roger Grosse and Jimmy Ba 
2019 

0
+

Report 
Ensemble Methods

Sebastian Raschka 
2019 

0
+

Report 
Decision Trees

John Paisley 
2017 

0
+

Report 
Recurrent Neural Networks + Generalization

Manolis Kellis 
2020 

0
+

Report 
Introduction

Raymond J. Mooney 
2017 

0
+

Report 
Methodology 1

Peter Bloem 
2019 

0
+

Report 
Introduction to Computational Thinking and Data Science Style Guide

Eric Grimson, John Guttag, Ana Bel 
2016 

0
+

Report 
Regular Expressions

Dragomir Radev 
2018 

0
+

Report 
Morphological analysis

Jirka Hana, Anna Feldman 
2013 

0
+

Report 
Bias and Fairness

Furong Huang' 
2019 

0
+

Report 
Training and Optimization

Stephen Clark 
2017 

0
+

Report 
Bias, Variance and Error

Tom M. Mitchell 
2015 

0
+

Report 
How to write, visualize, present

Manolis Kellis 
2020 

0
+

Report 
Gibbs Sampling

Mark Schmidt 
2017 

0
+

Report 
What is programming language semantics?

Shay Cohen 
2017 

0
+

Report 
Device Placement Optimization using Reinforcement Learning

Azalia Mirhoseini, Anna Goldie 
2020 

0
+

Report 
Entropy

Frank Keller 
2016 

0
+

Report 
Association Analysis

John Paisley 
2017 

0
+

Report 
Spectral Learning

Chris Dyer 
2015 

0
+

Report 
Annotation and Evaluation: Methods in Annotation and Evaluation

Alex Lascarides, Shay Cohen 
2019 

0
+

Report 
Word formation processes

Usama Soltan 
2015 

0
+

Report 
NLP Tasks 1

Dragomir Radev 
2016 

0
+

Report 
Distributions Independence

Frank Keller 
2016 

0
+

Report 
"Landscape of Deep Learning Optimization. Spin Glasses, KacRice, RKHS, Topology"

Joan Bruna 
2019 

0
+

Report 
Linear Algebra and Learning from Data: Errata in the First Printing

Gilbert Strang 
2019 

0
+

Report 
High resolution discovery of chromatin interactions

Yuchun Guo, Konstantin Krismer, Michael Closser, Hynek Wichterle, David K Gifford 
2019 

0
+

Report 
Why is NLP Hard?

Dragomir Radev 
2018 

0
+

Report 
Final Project

KaiWei Chang 
2017 

0
+

Report 
Infinite Feature Models: The Indian Buffet Process

Eric Xing 
2014 

0
+

Report 
How much linguistics is needed for NLP?

Chris Dyer 
2015 

0
+

Report 
Understanding Experimental Data

Eric Grimson, John Guttag, Ana Bel 
2016 

0
+

Report 
Ambiguity and ContextFree Parsing

Ralph Grishman 
2018 

0
+

Report 
Gradient Descent

Sargur N. Srihari 
2018 

0
+

Report 
(Sub)gradient Descent

Furong Huang 
2018 

0
+

Report 
Restricted Boltzmann Machines

Hugo Larochelle 
2017 

0
+

Report 
Single Cell RNA Sequencing & Genetics

Corban Swain 
2020 

0
+

Report 
Applied ML Research Snippets

Anima Anandkumar 
2019 

0
+

Report 
Project Framework / Codalab

Jordan BoydGraber 
2019 

0
+

Report 
Variable Dimension Models: Reversible Jump MCMC

Nicholas Zabaras 
2017 

0
+

Report 
Syllabus

Mark Schmidt 
2017 

0
+

Report 
Introduction and Course Overview

Sergey Levine 
2018 

0
+

Report 
Polynomialtime reductions

Boaz Barak 
2021 

0
+

Report 
Text Classification and Naive Bayes

Ruihong Huang 
2017 

0
+

Report 
Overfitting and probability

Tom M. Mitchell 
2015 

0
+

Report 
Machine Learning

George Konidaris' 
2019 

0
+

Report 
Supervised Learning

Razvan C. Bunescu 
2017 

0
+

Report 
Histone Marks Chromatin 3D Structure

David Gifford 
2019 

0
+

Report 
Approximate Inference: Markov Chain Monte Carlo (MCMC)

Eric Xing 
2014 

0
+

Report 
Introduction to language and linguistics cont. Communication systems

Usama Soltan 
2015 

0
+

Report 
Greedy Algorithm

Yejin Choi 
2018 

0
+

Report 
EM for GMM

Ansaf SallebAouissi' 
2019 

0
+

Report 
Text Preprocessing and Regular Expressions

Ruihong Huang 
2017 

0
+

Report 
Multilinguality and morphology

Greg Durrett 
2018 

0
+

Report 
Collaborative Filtering

John Paisley' 
2019 

0
+

Report 
Writing an autograd function

François Fleuret 
2019 

0
+

Report 
Empirical Risk Minimization

Chris Dyer 
2015 

0
+

Report 
Deep Learning Hardware and Software

Justin Johnson, Serena Yeung, FeiFei Li 
2019 

0
+

Report 
Implementation of Bayesian Regression and Variable Selection

Nicholas Zabaras' 
2019 

0
+

Report 
Advanced training

Svetlana Lazebnik 
2018 

0
+

Report 
CS168: The Modern Algorithmic Toolbox Lecture #9: The Singular Value Decomposition (SVD) and LowRank Matrix Approximations

Tim Roughgarden, Gregory Valiant 
2020 

0
+

Report 
What is Linguistics?

Nathan Schneider 
2018 

0
+

Report 
Variable Dimension Models: Reversible Jump MCMC

Nicholas Zabaras' 
2019 

0
+

Report 
Coreference and Entity Resolution

Brendan O?Connor 
2015 

0
+

Report 
Association Analysis

John Paisley' 
2019 

0
+

Report 
What Is Inf2a about?

Shay Cohen 
2017 

0
+

Report 
Classification

Eric Grimson, John Guttag, Ana Bel 
2016 

0
+

Report 
Parsing, and ContextFree Grammars

Michael Collins, 
2018 

0
+

Report 
Bayesian Cognitive Science Cognitive

Frank Keller 
2016 

0
+

Report 
Computational Linguistics

Marine Carpuat 
2017 

0
+

Report 
Machine learning III

Percy Liang 
2017 

0
+

Report 
Basset: Learning the regulatory code of the accessible genome with deep convolutional neural networks

David R. Kelley, Jasper Snoek, John L. Rinn 
2019 

0
+

Report 
Midterm Review

Richard Socher 
2016 

0
+

Report 
MaximumMargin Learning of Graphical Models

Eric Xing 
2014 

0
+

Report 
Python Basics

Dragomir Radev 
2018 

0
+

Report 
Natural Language Processing Introduction

Nathan Schneider 
2018 

0
+

Report 
Syntactic sugar, and computing every function

Boaz Barak 
2021 

0
+

Report 
PREPROCESSING

Trevor Cohn 
2018 

0
+

Report 
Conditional Probability and Independence Bayes Theorem

Frank Keller 
2016 

0
+

Report 
Stochastic Gradient Descent

Jordan BoydGraber 
2019 

0
+

Report 
Statistical Estimation

Alan Ritter 
2017 

0
+

Report 
Decision Trees & Limits of Learning

Furong Huang 
2018 

0
+

Report 
‘‘Herd Immunity’’: A Rough Guide

Paul Fine, Ken Eames, David L. Heymann 
2011 

0
+

Report 
Natural Language Processing for the Long Tail

David Bamman 
2017 

0
+

Report 
Information Theory, Multivariate Gaussian, MLE Estimation, RobbinsMonro algorithm

Nicholas Zabaras 
2017 

0
+

Report 
Introduction to the course, Probability, and Python

Jordan BoydGraber 
2019 

0
+

Report 
Course Overview

Alan Ritter 
2019 

0
+

Report 
Probabilistic computation

Boaz Barak 
2021 

0
+

Report 
Probability, Naive Bayes

Brendan O?Connor 
2015 

0
+

Report 
Restricted Boltzmann Machines

Hugo Larochelle' 
2019 

0
+

Report 
Local Models

Ethem AlpaydÄ±n 
2014 

0
+

Report 
Deep Learning for human genetics

Manolis Kellis 
2020 

0
+

Report 
Bayesian Model Comparison

Sargur N. Srihari 
2018 

0
+

Report 
Neural Architecture Search

Debadeepta Dey 
2020 

0
+

Report 
Auto encoders

Joan Bruna 
2016 

0
+

Report 
Logistic Regression

John Paisley' 
2019 

0
+

Report 
Training neural networks  backpropagation algorithm

Hugo Larochelle' 
2019 

0
+

Report 
Local Models

Ethem AlpaydÄ±n' 
2019 

0
+

Report 
CS11747 Neural Networks for NLP Conditioned Generation Graham Neubig

Graham Neubig 
2017 

0
+

Report 
Probabilities 2

Dragomir Radev 
2018 

0
+

Report 
Recent Advances in NonConvex Optimization and its Implications to Learning

Anima Anandkumar 
2016 

0
+

Report 
Basic Concepts II

Ansaf SallebAouissi' 
2019 

0
+

Report 
Multiplication of Ax Using Columns of A

Gilbert Strang 
2019 

0
+

Report 
Pattern Recognition and Machine Learning Chapter 1: Introduction

Christopher M. Bishop 
2016 

0
+

Report 
Introduction to State Space Models and Sequential Importance Sampling

Nicholas Zabaras' 
2019 

0
+

Report 
Overview

Matt Gormley 
2016 

0
+

Report 
Comparing Matrix Ranges

Karl Stratos 
2018 

0
+

Report 
Introduction to Graphical Models

Eric Xing 
2014 

0
+

Report 
Introduction

Alex Lascarides, Shay Cohen 
2019 

0
+

Report 
Graphtheoretic Models

Eric Grimson, John Guttag, Ana Bel 
2016 

0
+

Report 
Natural Language Parsing with ContextFree Grammars

Chris Dyer 
2015 

0
+

Report 
NLP Tasks 2

Dragomir Radev 
2016 

0
+

Report 
Natural Language Processing Lecture 1'

Susan W. Brown' 
2015 

0
+

Report 
Neural networks Conditional random elds  factors, sufcient statistics and linear CRF

Hugo Larochelle 
2017 

0
+

Report 
Machine Learning

George Konidaris 
2016 

0
+

Report 
Singlecell RNA sequencing technologies and bioinformatics pipelines

Byungjin Hwang, Ji Hyun Lee, Duhee Bang 
2018 

0
+

Report 
Boosting

Alan Ritter 
2017 

0
+

Report 
Wrapup

Nathan Schneider 
2019 

0
+

Report 
RobbinsMonro for Sequential MLE, Curse of Dimensionality, Conditional and Marginal Gaussian Distributions

Nicholas Zabaras 
2017 

0
+

Report 
"Graph Neural Networks (cont\d), Unsupervised Learning with Geometric Priors"

Joan Bruna 
2019 

0
+

Report 
Course Overview Lecture #1

Andrew McCallum 
2007 

0
+

Report 
Equivalent models of computation

Boaz Barak 
2021 

0
+

Report 
The formal Complexity of Natural Languages

Wiebke Petersen 
2006 

0
+

Report 
Morphology and Lexicon

Dragomir Radev 
2018 

0
+

Report 
Optimization

Roger Grosse and Jimmy Ba 
2019 

0
+

Report 
Decision Trees

Sebastian Raschka 
2019 

0
+

Report 
A Probabilistic View of Machine Learning II

Furong Huang 
2018 

0
+

Report 
Recurrent Neural Networks + Generalization

Manolis Kellis 
2020 

0
+

Report 
Formal Modeling in Cognitive Science: introduction

Frank Keller 
2016 

0
+

Report 
Introduction

Peter Bloem 
2019 

0
+

Report 
Python Resources

Eric Grimson, John Guttag, Ana Bel 
2016 

0
+

Report 
Viterbi Algorithm

Ralph Grishman 
2018 

0
+

Report 
Basics of Computational Morphology

Jirka Hana 
2011 

0
+

Report 
Practical Issues: Features, Evaluation, Debugging

Furong Huang' 
2019 

0
+

Report 
The Boosting Approach to Machine Learning

MariaFlorina Balcan 
2015 

0
+

Report 
Machine Learning for Medical Image Analysis and Imaging Genetics

Adrian V. Dalca 
2020 

0
+

Report 
Mixture Models

Mark Schmidt 
2017 

0
+

Report 
Languages and Automata

Shay Cohen 
2017 

0
+

Report 
Bayesian Optimization

Yisong Yue 
2020 

0
+

Report 
Language and thought

Usama Soltan 
2015 

0
+

Report 
The AI Economist

Stephan Zheng 
2020 

0
+

Report 
Annotation

Nathan Schneider 
2019 

0
+

Report 
Morphological structure and analysis

Usama Soltan 
2015 

0
+

Report 
Lecture 7: Word Embeddings'

KaiWei Chang' 
2016 

0
+

Report 
Continuous Random Variables and Density 2

Frank Keller 
2016 

0
+

Report 
Linguistics Basics

Dragomir Radev 
2017 

0
+

Report 
Gradient Descent in nonconvex Landscapes.

Joan Bruna 
2019 

0
+

Report 
Linear Algebra and Learning from Data: Selected solutions by Elizabeth ChangDavidson

Gilbert Strang 
2019 

0
+

Report 
CTCFMediated Human 3D Genome Architecture Reveals Chromatin Topology for Transcription

Zhonghui Tang, Oscar Junhong Luo, Xingwang Li, Dariusz Plewczynski, Guoliang Li, Yijun Ruan 
2015 

0
+

Report 
Why is NLP Hard?

Dragomir Radev 
2017 

0
+

Report 
Information Retrieval: Lecture Introduction

Christopher Manning 
2017 

0
+

Report 
Variational Inference: Theory

Eric Xing 
2014 

0
+

Report 
Natural Language Processing Introduction

Yejin Choi 
2018 

0
+

Report 
Sampling and Standard Error

Eric Grimson, John Guttag, Ana Bel 
2016 

0
+

Report 
ContextFree Grammar

Ralph Grishman 
2018 

0
+

Report 
Bayes Theorem

Dragomir Radev 
2017 

0
+

Report 
Natural Language Processing Lecture 15

Susan W. Brown 
2015 

0
+

Report 
Training neural networks  backpropagation algorithm

Hugo Larochelle 
2017 

0
+

Report 
Sparse coding  feature extraction

Hugo Larochelle 
2017 

0
+

Report 
Multiview lightfield microscopy for isotropic 3D imaging of neural activity

Corban Swain 
2020 

0
+

Report 
Homotopy Analysis for Tensor PCA

Yuan Deng 
2019 

0
+

Report 
Syllable structure — Suprasegmentals

Usama Soltan 
2015 

0
+

Report 
Statistical Computing for Scientists and Engineers

Nicholas Zabaras 
2017 

0
+

Report 
Example PGM

Mladen Kolar and Rob McCulloch 
2015 

1
+

Report 
Introduction

Ralph Grishman 
2018 

0
+

Report 
Modeling running time

Boaz Barak 
2021 

0
+

Report 
Text Corpora

Nathan Schneider 
2018 

0
+

Report 
Naive Bayes

Lu Wang 
2017 

0
+

Report 
Overfitting and probability

Tom M. Mitchell 
2015 

0
+

Report 
Foundations

Moses Charikar and Dorsa Sadigh 
2019 

0
+

Report 
Introduction to Machine Learning

Razvan C. Bunescu 
2017 

0
+

Report 
Generative Models

David Gifford 
2020 

0
+

Report 
Approximate Inference: Monte Carlo Methods

Eric Xing 
2014 

0
+

Report 
Language Data: Corpora and language in use

Alex Lascarides, Shay Cohen 
2019 

0
+

Report 
Maximum A Posteriori and Expectation Maximization

Ansaf SallebAouissi' 
2019 

0
+

Report 
Mathematics for Machine Learning: Probability and Distributions

Marc Peter Deisenroth, A Aldo Faisal, Cheng Soon Ong 
2018 

0
+

Report 
Model Selection

John Paisley' 
2019 

0
+

Report 
Autograd

François Fleuret 
2019 

0
+

Report 
Discrete Neural Turing Machines

Joan Bruna 
2016 

0
+

Report 
Importance Sampling Prof. Nicholas Zabaras

Nicholas Zabaras' 
2019 

0
+

Report 
Expectation and Related Concepts Chebyshevs Theorem

Frank Keller 
2016 

0
+

Report 
NeverEnding Language Learning

MariaFlorina Balcan 
2015 

0
+

Report 
Statistical Computing for Scientists and Engineers

Nicholas Zabaras' 
2019 

0
+

Report 
Coreference Resolution

Nathan Schneider 
2018 

0
+

Report 
Learning Probabilistic Models

Roger Grosse 
2018 

0
+

Report 
Clustering

Eric Grimson, John Guttag, Ana Bel 
2016 

0
+

Report 
Lexicalized Probabilistic ContextFree Grammars

Michael Collins, 
2018 

0
+

Report 
Sample Spaces and Events Probability of an Event

Frank Keller 
2016 

0
+

Report 
Linguistics Basics

Dragomir Radev 
2018 

0
+

Report 
Continuous time in Optimization: SDEs and Landscapes

Joan Bruna 
2019 

0
+

Report 
Differential Equations and Linear Algebra

Mathworks 
2017 

0
+

Report 
Machine learning II

Percy Liang 
2017 

0
+

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A synergistic DNA logic predicts genomewide chromatin accessibility

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