Big Data and Machine Learning on OpenStack 2016/11/17 - 6:53pm Video Machine Learning, OpenStack
Architectural Considerations for Big Data Workloads on OpenStack 2016/11/17 - 6:51pm Video OpenStack, Kafka, Hadoop, NoSQL
Learning to Protect Communications with Adversarial Neural Cryptography 2016/11/17 - 1:58am Academic Paper Adversarial Neural Cryptography, Neural Networks, Encrypted Data, Privacy, Decryption, Cryptography
A Genetic-based Algorithm for Personalized Resistance Training 2016/11/17 - 1:53am Academic Paper Sports Science, Genetic-based Algorithm, Personalized Resistance Training, DNA, Endurance, Genotype, Personalized training, Polymorphism, Power
Regulating Innovation: Competition Policy and Patent Law under Uncertainty 2016/11/17 - 1:48am Academic Paper Law, Regulation, Innovation, Competition Policy, Patent Law
Probabilistic Modelling, Machine Learning, and the Information Revolution - Slides 2016/11/15 - 10:35am Slides Probabilistic Modelling, Machine Learning, Information Revolution
Future Directions of AI in the Enterprise - Slides 2016/11/15 - 10:25am Slides Artificial Intelligence, Intelligent Machines, Machine Learning Applications, Machine Learning, Artificial Neural Networks
Differentiable Neural Computer Family Tree Inference Task 2016/11/03 - 10:49pm Video Deep Neural Network Learning, Differentiable Neural Computer, Neural Networks
Monte Carlo Simulations in Ad Lift Measurement Using Spark 2016/11/01 - 10:37am Video Apache Spark, Monte Carlo Simulations, Ad Lift Measurement
Distributed Time Travel for Feature Generation 2016/11/01 - 10:35am Video Apache Spark, Distributed Time Travel, Feature Generation
A Deeper Understanding of Spark Internals 2016/11/01 - 10:34am Video Apache Spark
Re Architecting Spark For Performance Understandability 2016/11/01 - 10:32am Video Apache Spark
Structuring Apache Spark 2.0: SQL, DataFrames, Datasets And Streaming 2016/11/01 - 10:31am Video Apache Spark
Operational Tips For Deploying Apache Spark 2016/11/01 - 10:29am Video Apache Spark
Top 5 Mistakes When Writing Spark Applications 2016/11/01 - 10:28am Video Apache Spark
Low Latency Execution For Apache Spark 2016/11/01 - 10:26am Video Apache Spark
Revisiting Semi-Supervised Learning with Graph Embeddings 2016/10/20 - 1:57pm Academic Paper Supervised Learning, Machine Learning, Semi-Supervised Learning, Graph Embeddings
Encode, Review, and Decode: Reviewer Module for Caption Generation 2016/10/20 - 1:52pm Academic Paper Computer Vision, Pattern Recognition, Reviewer Module, Caption Generation, Machine Learning, Image Captioning, Source Code Captioning
On Multiplicative Integration with Recurrent Neural Networks 2016/10/20 - 1:46pm Academic Paper Multiplicative Integration, Recurrent Neural Networks, Machine Learning
Path-Normalized Optimization of Recurrent Neural Networks with ReLU Activations 2016/10/20 - 12:27pm Academic Paper Recurrent Neural Networks, Path-SGD Optimization Method, ReLU Activations, Machine Learning, Neural Computing, Evolutionary Computing
Iterative Refinement of Approximate Posterior for Training Directed Belief Networks 2016/10/20 - 12:14pm Academic Paper Variational Inference, Deep Directed Graphical Models, Iterative Refinement, Approximate Posterior, Directed Belief Networks, Machine Learning
Harnessing Deep Neural Networks with Logic Rules 2016/10/20 - 12:07pm Academic Paper Deep Neural Networks, Logic Rules, Machine Learning
Gated-Attention Readers for Text Comprehension 2016/10/20 - 11:55am Academic Paper Gated-Attention Readers, Text Comprehension, Recurrent Neural Network Reader, Machine Learning
Discovery of Peculiar Periodic Spectral Modulations in a Small Fraction of Solar Type Stars 2016/10/20 - 11:50am Academic Paper Periodic Spectral Modulations, Astronomy, Machine Learning, Spectroscopic, Sloan Digital Sky, Fourier Transform Analysis
Tensor Decompositions for Learning Latent Variable Models 2016/10/20 - 11:44am Academic Paper Tensor Decompositions, Learning Latent Variable Models, Machine Learning, Latent Variable Models, Gaussian Mixture Models, Hidden Markov Models, Topic Models, Method of Moments, Power Method
Meta-learning within Projective Simulation 2016/10/20 - 11:37am Academic Paper Meta-learning, Projective Simulation, Reinforcement Learning
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