Weather Research and Forecasting Innovation Act of 2017 |
2017/05/17 - 8:47pm |
White Paper |
Combining Forecasts, Weather Research, Time Series Forecasting, Forecasting |
Deep Feature Flow for Video Recognition |
2017/05/17 - 8:44pm |
Academic Paper |
Computer Vision and Pattern Recognition, Deep Feature Flow, Video Recognition, Convolutional Neutral Networks, Image Recognition |
Algorithmic Systems, Opportunity, and Civil Rights - 2016 United States White House Report |
2017/05/12 - 10:28am |
Academic Paper |
Law, Regulation, Algorithmic Decision-making, Human Rights, Discrimination, Civil Rights, Algorithmic Systems |
European Union Regulations on Algorithmic Decision-making and a “Right to Explanation” |
2017/05/12 - 10:19am |
Academic Paper |
Law, Regulation, Algorithmic Decision-making, Human Rights, Discrimination |
Deep Episodic Value Iteration for Model-based Meta-Reinforcement Learning |
2017/05/11 - 11:57am |
Academic Paper |
Machine Learning, Reinforcement Learning, Backpropagation, Deep Episodic Value Iteration, Meta-Reinforcement Learning |
Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN |
2017/05/11 - 11:53am |
Academic Paper |
Machine Learning, Neural Networks, Generative Adversarial Network, Generative Adversarial Trainer, Adversarial Perturbations, GAN |
Improving Drug Sensitivity Predictions in Precision Medicine Through Active Expert Knowledge Elicitation |
2017/05/10 - 12:35pm |
Academic Paper |
Healthcare, Precision Medicine, Human-Computer Interaction, Machine Learning, Drug Sensitivity Predictions, Expert Knowledge Elicitation |
READ-BAD: A New Dataset and Evaluation Scheme for Baseline Detection in Archival Documents |
2017/05/10 - 12:05pm |
Academic Paper |
Pattern Recognition, Computer Vision, READ-BAD, Dataset and Evaluation Scheme, Baseline Detection, Archival Documents |
Stable Architectures for Deep Neural Networks |
2017/05/10 - 11:59am |
Academic Paper |
Machine Learning, Neural Networks, Deep Neural Networks, Propagation Techniques, Ordinary Differential Equations |
Replicating Anomalies |
2017/05/10 - 9:52am |
Academic Paper |
Replication, P-hacking, Anomalies, The q-Factor Model, Efficient Markets |
Junk News and Bots during the French Presidential Election - What Are French Voters Sharing Over Twitter |
2017/05/10 - 9:49am |
Academic Paper |
Fake News, Junk News, Bots, Law, Presidential Election, France, Voters, Twitter |
The Personalized Medicine Report - 2017 |
2017/05/06 - 12:54pm |
Academic Paper |
Healthcare, Personalized Medicine, Ethics, Law |
Sociophysics: Review of Galam Models |
2017/05/06 - 12:52pm |
Academic Paper |
Complex Systems, Sociophysics, Galam Models, Assymetry, Assymetric Operations |
Dynamics of Minority Opinions in Democratic Debate |
2017/05/06 - 12:50pm |
Academic Paper |
Complex Systems, Minority Opinions, Democratic Debate, Assymetry, Assymetric Operations |
Discrimination in Online Ad Delivery |
2017/05/06 - 12:48pm |
Academic Paper |
Discrimination, Online Ad Delivery, Ethics, Law, Data Privacy |
On the Existence of a ‘Tropical Hot Spot’ & The Validity of EPA’s CO2 Endangerment Finding |
2017/05/06 - 12:46pm |
Academic Paper |
Climate Change, Dynamic Environments, Negligent Data Science, Tropical Hot Spot, EPA, CO2 |
Social and Ethical Behavior in the Internet of Things |
2017/05/06 - 12:42pm |
Academic Paper |
Internet of Things, Ethics, Law |
In-Datacenter Performance Analysis of a Tensor Processing Unit |
2017/04/26 - 12:16pm |
Academic Paper |
Custom ASIC, Tensor Processing Unit, TPU, Datacenter Performance, Machine Learning, Hardware Architecture, Neural and Evolutionary Computing |
Bubbles for Fama |
2017/04/26 - 12:08pm |
Academic Paper |
Machine Learning in Finance and Trading, Economics, Eugene Fama, Stock Prices, Price Bubbles |
Two Artificial Neural Networks Meet in an Online Hub and Change the Future (Of Competition, Market Dynamics and Society) |
2017/04/26 - 11:46am |
Academic Paper |
Artificial Neural Networks, Collusion, Competition, Algorithms, Behavioral Discrimination, Market Dynamics, Society) |
Genomic Analyses Reveal the Influence of Geographic Origin, Migration, and Hybridization on Modern Dog Breed Development |
2017/04/26 - 11:35am |
Academic Paper |
Genome, Genomic Analyses, Dog Breed Development, Canine |
Detecting Cancer Metastases on Gigapixel Pathology Images |
2017/04/23 - 11:20am |
Academic Paper |
Machine Learning, Computer Vision, Pattern Recognition, Healthcare, Cancer Metastases, Gigapixel Pathology Images |
One-Shot Imitation Learning |
2017/04/23 - 11:16am |
Academic Paper |
Machine Learning, Imitation Learning, Neural and Evolutionary Computing, Robotics |
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 |
A Linear “Microscope” for Interventions and Counterfactuals |
2017/03/21 - 11:10pm |
Academic Paper |
Causality, Causal Inference, Structural Equation Models, Counterfactuals, Generalization, Robustness |
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 |