Communication-Optimal Distributed Clustering 2016/12/10 - 11:39am Academic Paper Machine Learning, Communication-Optimal Distributed Clustering, Distributed Clustering
Improved Dropout for Shallow and Deep Learning 2016/12/10 - 11:35am Academic Paper Deep Learning, Improved Dropout, Shallow Learning
Power Failure - Why Small Sample Size Undermines the Reliability of Neuroscience 2016/12/09 - 9:38pm Academic Paper Sample Size, Reliability, Neuroscience, Reproducibility, Methodological Principles
Rationalizing Neural Predictions 2016/12/09 - 9:34pm Academic Paper Neural Predictions, Prediction
Outlook on Artificial Intelligence in the Enterprise 2016 2016/12/09 - 9:28pm White Paper Artificial Intelligence, Machine Learning, Enterprise
Managing the Machines - AI is Making Prediction Cheap, Posing New Challenges for Managers 2016/12/09 - 9:25pm White Paper Machine Learning, Artificial Intelligence
2016 Analysis of Long-Term U.S. Productivity Decline 2016/12/09 - 9:24pm White Paper Economic Growth, Productivity, Long-Term U.S. Productivity Decline
Tuning Recurrent Neural Networks with Reinforcement Learning 2016/12/01 - 9:01pm Academic Paper Recurrent Neural Networks, Reinforcement Learning, LSTM Neural Networks
Lip Reading Sentences in the Wild 2016/12/01 - 8:58pm Academic Paper Lip Reading, Computer Vision, Pattern Recognition, Speech Recognition
Achieving Human Parity in Conversational Speech Recognition 2016/12/01 - 8:54pm Academic Paper Speech Recognition, Conversational Speech Recognition, Computation and Language, Convolutional Networks, LSTM Neural Networks
Automated Inference on Criminality using Face Images 2016/12/01 - 8:50pm Academic Paper Pattern Recognition, Automated Inference, Criminality, Face Images, Computer Vision, Law, Regulation
Quantifying Decision Making for Data Science - From Data Acquisition to Modeling 2016/11/21 - 10:32pm Academic Paper Decision Making, Data Science, Data Acquisition, Modeling, ROI
The State of Applied Econometrics - Causality and Policy Evaluation 2016/11/21 - 10:29pm Academic Paper Econometrics, Applied Econometrics, Causality, Policy Evaluation, Economics
Cognitive Control as a Double-Edged Sword 2016/11/21 - 10:28pm Academic Paper Cognitive Control, Mind Modeling, Behavior
OpenStack Management at Hyperscale - A Verizon Case Study 2016/11/17 - 6:56pm Video OpenStack, Hyperscale, Verizon, Case Study
Best Practices for Deploying OpenStack Trove 2016/11/17 - 6:55pm Video OpenStack, Trove
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