Resources

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
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

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