Learning to Generate Reviews and Discovering Sentiment 2017/04/23 - 11:12am Academic Paper Machine Learning, Neural and Evolutionary Computing, Generate Reviews, Discovering Sentiment
Learning to Remember Rare Events 2017/04/22 - 10:21pm Academic Paper Machine Learning, Memory-augmented Deep Neural Networks, Neural Networks, Supervised Neural Network
Bridging the Gap Between Value and Policy Based Reinforcement Learning 2017/04/22 - 10:15pm Academic Paper Reinforcement Learning, Machine Learning, Artificial Intelligence
Adversarial Training Methods for Semi-Supervised Text Classification 2017/04/22 - 10:09pm Academic Paper Machine Learning, Adversarial Training Methods, Semi-Supervised Text Classification
Adversarial Machine Learning at Scale 2017/04/22 - 10:05pm Academic Paper Machine Learning, Adversarial Machine Learning, Computer Vision, Pattern Recognition, Cryptography, Security
Continuous Deep Q-Learning with Model-based Acceleration 2017/04/22 - 10:02pm Academic Paper Continuous Deep Q-Learning, Model-based Acceleration, Robotics, Systems and Control, Artificial Intelligence
Evolution Strategies as a Scalable Alternative to Reinforcement Learning 2017/04/03 - 10:35pm Academic Paper Machine Learning, Evolution Strategies, Reinforcement Learning, Neural and Evolutionary Computing
Modeling Human Understanding of Complex Intentional Action with a Bayesian Nonparametric Subgoal Model 2017/04/03 - 2:02pm Academic Paper Complex Intentional Action, Bayesian Nonparametric Subgoal Model
A Comparative Evaluation of Approximate Probabilistic Simulation and Deep Neural Networks as Accounts of Human Physical Scene Understanding 2017/04/03 - 1:58pm Academic Paper Computer Vision, Pattern Recognition, Probabilistic Simulation, Approximate Probabilistic Simulation, Physical Scene Understanding
Single Image 3D Interpreter Network 2017/04/03 - 1:54pm Academic Paper 3D Structure, Single Image 3D Reconstruction, Keypoint Estimation, Neural Network, Synthetic Data
Beating the World's Best at Super Smash Bros. with Deep Reinforcement Learning 2017/04/03 - 1:49pm Academic Paper Deep Reinforcement Learning, Reinforcement Learning
Computing Exponentially Faster: Implementing a Nondeterministic Universal Turing Machine using DNA 2017/04/03 - 1:07pm Academic Paper Complex Computing, Nondeterministic Universal Turing Machine, DNA
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
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