Resources

Physics and Machine Learning - Emerging Paradigms 2016/10/20 - 11:32am Academic Paper Physics, Machine Learning, Quantum Machine Learning
Fourier PCA and Robust Tensor Decomposition 2016/10/20 - 11:28am Academic Paper Fourier PCA, Robust Tensor Decomposition, Machine Learning
A Spectral Algorithm for Latent Dirichlet Allocation 2016/10/20 - 11:24am Academic Paper Spectral Algorithm, Latent Dirichlet Allocation, Machine Learning
Most Tensor Problems are NP-hard 2016/10/20 - 11:19am Academic Paper Numerical Multilinear Algebra, Tensor Rank, Tensor Eigenvalue, Tensor Spectral Norm, Symmetric Tensors, NP-hardness, VNP-hardness, Undecidability, Polynomial Time Approximation
Preparing for the Future of Artificial Intelligence - National Science and Technology Council - October 2016 2016/10/18 - 10:44am White Paper AI, Artificial Intelligence, National Science and Technology Council, Machine Learning, Law, Regulation, Policy
Investigating the Right Tail of Wealth - Education, Cognitive Ability and Leadership 2016/10/18 - 10:42am Academic Paper Wealth, Education, Cognitive Ability, Leadership, Law, Regulation, Political Prediction, Policy
Statistical Mechanics of Human Weight Change 2016/10/18 - 10:38am Academic Paper Healthcare, Health Policy, Human Weight Change, BMI, Obesity
Deep Reinforcement Learning for Robotic Manipulation 2016/10/08 - 12:23pm Academic Paper Deep Reinforcement Learning, Robotic Manipulation, Collective Robot Reinforcement Learning, Robot Motion
Deep Visual Foresight for Planning Robot Motion 2016/10/08 - 12:19pm Academic Paper Deep Visual Foresight, Robot Motion, Deep Reinforcement Learning, Collective Robot Reinforcement Learning, Robot Learning
Collective Robot Reinforcement Learning with Distributed Asynchronous Guided Policy Search 2016/10/08 - 12:14pm Academic Paper Collective Robot Reinforcement Learning, Distributed Asynchronous Guided Policy Search, Deep Reinforcement Learning, Robot Learning
Path Integral Guided Policy Search 2016/10/08 - 12:11pm Academic Paper Path Integral Guided Policy Search, Deep Reinforcement Learning, Collaborative Deep Learning, Collective Robot Reinforcement Learning
Path Integral Guided Policy Search - Video 2016/10/08 - 12:06pm Video Path Integral Guided Policy Search, Deep Reinforcement Learning, Collective Robot Reinforcement Learning
Collective Robot Reinforcement Learning with Distributed Asynchronous Guided Policy Search - Video 2016/10/08 - 12:04pm Video Collective Robot Reinforcement Learning, Distributed Asynchronous Guided Policy Search, Deep Reinforcement Learning
Deep Visual Foresight for Planning Robot Motion - Video 2016/10/08 - 12:02pm Video Deep Visual Foresight, Robot Motion
Deep Reinforcement Learning for Robotic Manipulation - Video 2016/10/08 - 11:59am Video Deep Reinforcement Learning, Robotic Manipulation
Evolving Functional Programming Languages 2016/10/08 - 11:55am Slides Programming Languages
Staging Reactive Data Pipelines Using Kafka as Backbone 2016/10/08 - 11:53am Slides Reactive Data Pipelines, Kafka, Data Pipelines
Netty - Asynchronous Network Application Framework 2016/10/08 - 11:51am Slides Netty, Asynchronous Network Application Framework
Playing FPS Games with Deep Reinforcement Learning 2016/10/06 - 9:25am Academic Paper Deep Reinforcement Learning, Reinforcement Learning, Machine Learning Algorithms, Autonomous Agents
Making Sense of Recommendations 2016/10/06 - 9:19am Academic Paper Recommendation Engines, Recommendations, Classification Algorithms
Prediction Policy Problems 2016/10/06 - 9:18am Academic Paper Policy Prediction Models, Prediction, Policy
Political Connections and the Informativeness of Insider Trades 2016/10/06 - 9:15am Academic Paper Trading, Finance, Law, Regulation, Political Connections, Insider Trading
The Kelly Criterion in Blackjack Sports Betting, and the Stock Market 2016/10/06 - 9:12am White Paper Ed Thorp, Probabilistic Logic, Information Theory, Kelly Criterion, Blackjack, Sports Betting, Stock Market, Trading, Finance
SEC Order Approving the National Market System Plan to Implement a Tick 2016/10/06 - 9:09am White Paper Finance, Trading, Regulation, Law, SEC, National Market System
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation 2016/10/01 - 1:44pm Academic Paper Neural Machine Translation System, Machine Translation, Machine Learning Use Cases, Machine Learning, Automated Translation, Recurrent Neural Network, Long Short Term Memory, LSTM
Task Specific Adversarial Cost Function 2016/10/01 - 1:38pm Academic Paper Task Specific Adversarial Cost Function, Machine Learning, Deep Learning, Generative Adversarial Networks, Retrieval
Classifying Options for Deep Reinforcement Learning 2016/10/01 - 1:35pm Academic Paper Machine Learning, Deep Learning, Deep Neural Network Learning, Deep Reinforcement Learning
Towards Deep Symbolic Reinforcement Learning 2016/10/01 - 1:31pm Academic Paper Machine Learning, Deep Learning, Symbolic Reinforcement Learning, Deep Neural Network Learning
The Dataflow Model - A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2016/09/24 - 1:27pm Academic Paper Dataflow Model, Out-of-Order Data Processing, Data Processing, Data Streams
Kappa Architecture - Pros and Cons 2016/09/24 - 1:24pm Slides Kappa Architecture, Real Time Stream Processing Systems, Data Streams
The Natural Selection of Bad Science 2016/09/24 - 1:22pm Academic Paper Bad Science, Data Science Code of Professional Conduct
Sonora - A Platform for Continuous Mobile-Cloud Computing 2016/09/24 - 1:20pm Academic Paper Sonora, Continuous Mobile-Cloud Computing, Data Streams
Photon - Fault-tolerant and Scalable Joining of Continuous Data Streams 2016/09/24 - 1:17pm Academic Paper Photon, Continuous Data Streams, Data Streams
Muppet - MapReduce-Style Processing of Fast Data 2016/09/24 - 1:13pm Academic Paper Muppet, MapReduce, Data Streams
IBM InfoSphere Streams for Scalable, Real-Time, Intelligent Transportation Services 2016/09/24 - 1:12pm Academic Paper IBM, InfoSphere, Data Streams, Transportation Services
S4 - Distributed Stream Computing Platform 2016/09/24 - 12:46pm Academic Paper S4, Distributed Stream Computing Platform, Data Streams
FlumeJava - Easy, Efficient Data-Parallel Pipelines 2016/09/24 - 12:42pm Academic Paper FlumeJava, Data-Parallel Pipelines, Big Data Pipelines
MillWheel - Fault-Tolerant Stream Processing at Internet Scale 2016/09/24 - 12:40pm Academic Paper MillWheel, Stream Processing, Internet Scale, Fault-Tolerant Stream Processing
One Hundred Year Study on Artificial Intelligence - 2016 2016/09/24 - 12:33pm White Paper Artificial Intelligence, AI, Machine Learning
Extreme Machine Learning with GPUs 2016/09/20 - 3:10pm Slides Machine Learning, GPU
Bidding Strategies for Display Advertising: How to Avoid Boiling the Ocean 2016/09/20 - 3:06pm Slides Bidding Strategies, Display Advertising
Landmark Recognition Using Machine Learning 2016/09/20 - 3:03pm Academic Paper Landmark Recognition, Machine Learning
Data Science for Data-Driven Application Systems in the Internet of Things 2016/09/20 - 2:52pm Slides Data-Driven Application Systems, Internet of Things
The Trouble With Macroeconomics 2016/09/20 - 2:20pm Academic Paper Macroeconomics
Future Directions of AI in the Enterprise - Slides 2016/09/20 - 2:16pm Slides Cognitive Computing, Machine Learning, AI
D-Wave's Approach to Quantum Computing: Past, Present, and Future 2016/09/20 - 12:58pm Video D-Wave, Quantum Computing
Future of Cognitive Computing 2016/09/20 - 12:54pm Video Cognitive Computing
Examples of Cognitive Computing - Part 4 2016/09/20 - 12:52pm Video Cognitive Computing
Examples of Cognitive Computing - Part 3 2016/09/20 - 12:51pm Video Cognitive Computing
Examples of Cognitive Computing - Part 2 2016/09/20 - 12:50pm Video Cognitive Computing

Pages