Resources

DeepCoder: Learning to Write Programs 2017/03/05 - 11:56am Academic Paper Machine Learning, Programming
BlackOut: Speeding up Recurrent Neural Network Language Models With Very Large Vocabularies 2017/03/05 - 11:48am Academic Paper Machine Learning, Recurrent Neural Networks, BlackOut, Language Models, Large Vocabularies, Neural and Evolutionary Computing
Regularizing RNNs by Stabilizing Activations 2017/03/05 - 11:45am Academic Paper Machine Learning, Recurrent Neural Networks, Stabilizing Activations, Neural and Evolutionary Computing, Computation and Language
Neural Programmer-Interpreters 2017/03/05 - 11:41am Academic Paper Machine Learning, Neural Networks, Neural Programmer-Interpreters, Neural and Evolutionary Computing
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding 2017/03/05 - 11:37am Academic Paper Computer Vision and Pattern Recognition, Neural and Evolutionary Computing, Compression, Neural Networks, Trained Quantization, Huffman Coding
Productivity Paradox of the New Digital Economy 2017/03/05 - 11:32am Academic Paper Economics, Digital, Productivity, Long-Term U.S. Productivity Decline
Designing Neural Network Architectures using Reinforcement Learning 2017/02/26 - 1:40pm Academic Paper Machine Learning, Neural Network Architectures, Reinforcement Learning
Learning to Reinforcement Learn 2017/02/26 - 1:37pm Academic Paper Reinforcement Learning, Machine Learning
Neural Architecture Search with Reinforcement Learning 2017/02/26 - 1:34pm Academic Paper Neural Architecture Search, Reinforcement Learning, Evolutionary Computing
Multi-agent Reinforcement Learning in Sequential Social Dilemmas 2017/02/26 - 1:25pm Academic Paper Reinforcement Learning, Multi Agent, Sequential Social Dilemmas
India and the Artificial Intelligence Revolution 2017/02/26 - 1:07pm White Paper India, Artificial Intelligence, Policy
Unique Skills in Each Generation That Employers Need 2017/02/07 - 10:19am White Paper Work Skills
CyVerse: Cyberinfrastructure for Life Sciences Research 2017/02/07 - 10:00am White Paper CyVerse, Cyberinfrastructure, Life Sciences Research
Perspectives on Big Data, Ethics, and Society 2017/02/07 - 9:44am Academic Paper Big Data, Ethics, Law, Regulation, Bias, Decision Making, Research
When the Algorithm Itself Is a Racist: Diagnosing Ethical Harm in the Basic Components of Software 2017/02/07 - 9:36am Academic Paper Algorithms, Discrimination, Employment Discrimination, Law, Regulation, Bias, Decision Making
Big Data's Disparate Impact 2017/02/07 - 9:28am Academic Paper Disparate Impact, Employment Discrimination, Law, Regulation, Bias, Decision Making
Genetic Data and Civil Rights 2017/02/07 - 9:24am Academic Paper Inequality, Employment Discrimination, Health Law, Genetic Testing, GINA, Civil Rights
Automation, Big Data, and Politics: A Research Review 2017/02/07 - 9:18am Academic Paper Automation, Politics, Privacy, Law, Regulation
Smart Reply: Automated Response Suggestion for Email 2017/02/06 - 11:41pm Academic Paper Email, LSTM, Deep Learning, Clustering, Semantics, Automated Email Response
Wide & Deep Learning for Recommender Systems 2017/02/06 - 11:37pm Academic Paper Wide Learning, Deep Learning, Recommender Systems, Information Retrieval, Machine Learning
Meaningful Maps − Object-Oriented Semantic Mapping 2017/02/06 - 11:30pm Academic Paper Robotics, Semantic Mapping, Object-Oriented Semantic Mapping
Adaptability of Neural Networks on Varying Granularity IR Tasks 2017/02/06 - 11:26pm Academic Paper Neural Networks, IR Tasks, Information Retrieval
Deep Learning Games 2017/01/30 - 1:32pm Academic Paper Deep Learning, Games, Supervised Learning, Machine Learning
Equality of Opportunity in Supervised Learning 2017/01/30 - 1:29pm Academic Paper Supervised Learning, Machine Learning
DeepStack: Expert-Level Artificial Intelligence in No-Limit Poker 2017/01/30 - 1:14pm Academic Paper DeepStack, Artificial Intelligence, Poker, Machine Learning
How Can We Trust Machine Learning? 2017/01/05 - 3:10pm Video Machine Learning, Trust
Using Bayesian Optimization to Tune Machine Learning Models 2017/01/05 - 3:07pm Video Bayesian Optimization, Machine Learning Models, Bayesian, Machine Learning
Why Machine Learning Algorithms Fall Short 2017/01/05 - 2:40pm Video Data Science, Machine Learning Algorithms, Machine Learning, Self-learning Systems
Building a Machine Learning Platform at Quora 2017/01/05 - 2:38pm Video Machine Learning Platform, Quora, Data Engineering, Machine Learning
Can Cognitive Neuroscience Provide a Theory of Deep Learning 2017/01/05 - 2:36pm Video Cognitive Neuroscience, Deep Learning
Generating a Billion Personal News Feeds 2017/01/05 - 2:34pm Video News Feeds, Machine Learning, News Feed Ranking
Smart Reply: Learning a Model of Conversation from Data 2017/01/05 - 2:32pm Video Semantic Clustering, Text Assistance, Conversation Model, Deep Learning with Text, Deep Learning
Personalization and Scalable Deep Learning with MXNET 2017/01/05 - 2:29pm Video Deep Learning, MXNET
Large-Scale Price Optimization via Network Flow 2016/12/10 - 1:21pm Academic Paper Machine Learning, Price Optimization, Network Flow, Pricing Optimization, Supply, Demand, Network Flow Algorithms
Optimal Architectures in a Solvable Model of Deep Networks 2016/12/10 - 1:10pm Academic Paper Machine Learning, Deep Networks, Optimal Architectures, Deep Network Architecture
Online Pricing with Strategic and Patient Buyers 2016/12/10 - 1:04pm Academic Paper Machine Learning, Pricing Optimization, Online Pricing, Strategic Buyers, Patient Buyers
Deep Learning for Predicting Human Strategic Behavior 2016/12/10 - 1:00pm Academic Paper Machine Learning, Deep Learning, Prediction, Predicting Human Strategic Behavior, Game Theory
Blind Attacks on Machine Learners 2016/12/10 - 12:56pm Academic Paper Machine Learning, False Data, Malicious Data, Data Veracity
Satisfying Real-world Goals with Dataset Constraints 2016/12/10 - 12:47pm Academic Paper Machine Learning, Training Data, Dataset Constraints, Misclassification Error
The Power of Optimization from Samples 2016/12/10 - 12:42pm Academic Paper Machine Learning, Optimization, Samples, Ranking, Optimal Tagging, Influence Maximization
Data Programming: Creating Large Training Sets, Quickly 2016/12/10 - 12:35pm Academic Paper Machine Learning, Training Data, Data Programming, Training Sets, Supervised Learning Methods
Cooperative Inverse Reinforcement Learning 2016/12/10 - 12:25pm Academic Paper Machine Learning, Reinforcement Learning, Cooperative Inverse Reinforcement Learning
Threshold Learning for Optimal Decision Making 2016/12/10 - 12:21pm Academic Paper Machine Learning, Reinforcement Learning, Threshold Learning, Decision Making
PAC Reinforcement Learning with Rich Observations 2016/12/10 - 12:16pm Academic Paper Machine Learning, Reinforcement Learning, PAC Reinforcement Learning
Learning to Communicate with Deep Multi-Agent Reinforcement Learning 2016/12/10 - 12:09pm Academic Paper Machine Learning, Reinforcement Learning, Deep Multi-Agent Reinforcement Learning, Multiagent Systems
Doubly Convolutional Neural Networks 2016/12/10 - 12:02pm Academic Paper Machine Learning, Neural Networks, Convolutional Neural Networks
A Multi-Batch L-BFGS Method for Machine Learning 2016/12/10 - 11:58am Academic Paper Machine Learning, Multi-Batch L-BFGS Method, Optimization and Control
An Architecture for Deep, Hierarchical Generative Models 2016/12/10 - 11:53am Academic Paper Machine Learning, Directed Generative Models, Deep, Hierarchical Generative Models
Regret of Queueing Bandits 2016/12/10 - 11:47am Academic Paper Machine Learning, Queueing Bandits, Bandits, Systems and Control
On Robustness of Kernel Clustering 2016/12/10 - 11:43am Academic Paper Machine Learning, Kernel Clustering

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