|
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 |
|
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 |
|
Modernizing Real Estate with Data Science |
2017/02/20 - 1:43am |
Video |
Real Estate, Data Science |
|
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 |
|
AI, Robots, and Swarms |
2017/01/22 - 9:58pm |
White Paper |
Artificial Intelligence, Robots, Swarm Strategy |
|
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 |
|
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 |
|
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 |
|
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 |
|
Communication-Optimal Distributed Clustering |
2016/12/10 - 11:39am |
Academic Paper |
Machine Learning, Communication-Optimal Distributed Clustering, Distributed Clustering |
|
Improved Dropout for Shallow and Deep Learning |
2016/12/10 - 11:35am |
Academic Paper |
Deep Learning, Improved Dropout, Shallow Learning |
|
Power Failure - Why Small Sample Size Undermines the Reliability of Neuroscience |
2016/12/09 - 9:38pm |
Academic Paper |
Sample Size, Reliability, Neuroscience, Reproducibility, Methodological Principles |
|
Rationalizing Neural Predictions |
2016/12/09 - 9:34pm |
Academic Paper |
Neural Predictions, Prediction |
|
Outlook on Artificial Intelligence in the Enterprise 2016 |
2016/12/09 - 9:28pm |
White Paper |
Artificial Intelligence, Machine Learning, Enterprise |
|
Managing the Machines - AI is Making Prediction Cheap, Posing New Challenges for Managers |
2016/12/09 - 9:25pm |
White Paper |
Machine Learning, Artificial Intelligence |
|
2016 Analysis of Long-Term U.S. Productivity Decline |
2016/12/09 - 9:24pm |
White Paper |
Economic Growth, Productivity, Long-Term U.S. Productivity Decline |
|
Tuning Recurrent Neural Networks with Reinforcement Learning |
2016/12/01 - 9:01pm |
Academic Paper |
Recurrent Neural Networks, Reinforcement Learning, LSTM Neural Networks |
|
Lip Reading Sentences in the Wild |
2016/12/01 - 8:58pm |
Academic Paper |
Lip Reading, Computer Vision, Pattern Recognition, Speech Recognition |
