Human Decisions and Machine Predictions |
2017/04/03 - 12:57pm |
Academic Paper |
Data-Driven Decision-Making, Decision Making, Business Decisions |
Cloaked Trading |
2017/04/03 - 12:52pm |
Academic Paper |
Finance, Algorithmic Trading, Automated Trading System, Trading |
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs |
2017/03/30 - 11:03pm |
Academic Paper |
Deep Learning, Disease Detection, Diabetic Retinopathy, Retinal Fundus Photographs, Healthcare, Evidence-based Medicine |
Deep Learning for Event-Driven Stock Prediction |
2017/03/30 - 10:56pm |
Academic Paper |
Finance, Deep Learning, Event-Driven Stock Prediction |
Generative Adversarial Networks |
2017/03/30 - 10:54pm |
Academic Paper |
Generative Adversarial Networks, Backpropagation |
Characterizing Quantum Supremacy in Near-Term Devices |
2017/03/30 - 10:52pm |
Academic Paper |
Quantum Computing, Near-Term Devices, Quantum Supremacy Test |
The Tyranny of Data - The Bright and Dark Sides of Data-Driven Decision-Making for Social Good |
2017/03/30 - 10:48pm |
Academic Paper |
Cognitive Bias, Data-Driven Decision-Making, Social Good |
Hedge Fund Flows and Name Gravitas |
2017/03/30 - 10:46pm |
Academic Paper |
Finance, Hedge Fund |
The Production of Human Capital in Developed Countries - Evidence from 196 Randomized Field Experiments |
2017/03/30 - 10:44pm |
Academic Paper |
Human Capital, Randomized Field Experiments |
Testing for Competitive Effects of Common Ownership |
2017/03/30 - 10:42pm |
Academic Paper |
Finance, Economics, Competitive Effects, Common Ownership, Banking |
Man is to Computer Programmer as Woman is to Homemaker - Debiasing Word Embeddings |
2017/03/30 - 10:38pm |
Academic Paper |
Cognitive Bias, Bias, Word Embeddings |
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 |
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 |
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 |