Resources

Principles of Data Engineering 2015/01/08 - 10:39am Video Data Engineering
Teaching Deep Convolutional Neural Networks to Play Go 2014/12/31 - 4:59pm Academic Paper Deep Convolutional Neural Networks, Go, Convolutional Neural Networks, Deep Neural Networks, Artificial Neural Networks
Mondrian Forests - Efficient Online Random Forests 2014/12/31 - 4:56pm Academic Paper Mondrian Forests, Online Random Forests, Random Forests
Augur - Data-Parallel Probabilistic Modeling 2014/12/31 - 4:55pm Academic Paper Augur, Data-Parallel, Probabilistic Modeling, Probabilistic Forecasts
Neuromorphic Device and Applications - Slides 2014/12/31 - 4:53pm Slides Neuromorphic, Neuromorphic Device, Neuromorphic Applications
Brain-like Associative Learning Using a Nanoscale Non-volatile Phase Change Synaptic Device Array 2014/12/31 - 4:48pm Academic Paper Brain-like Associative Learning, Nanoscale Non-volatile Phase Change, Synaptic Device Array
Nanoelectronic Programmable Synapses Based on Phase Change Materials for Brain-Inspired Computing 2014/12/31 - 4:46pm Academic Paper Nanoelectronic Programmable Synapses, Phase Change Materials, Brain-Inspired Computing
Just-In-Time Learning for Fast and Flexible Inference 2014/12/30 - 3:04pm Academic Paper Machine Learning, Just-In-Time Learning, Inference, Inference Algorithms
Online Networks and Subjective Well-Being 2014/12/30 - 3:01pm Academic Paper Online Networks, Well-Being, Human Networks
Understanding News Geography and Major Determinants of Global News Coverage of Disasters 2014/12/30 - 2:59pm Academic Paper GDELT, News Geography, Global News, Disasters
Fast Prediction for Large-Scale Kernel Machines 2014/12/29 - 7:39pm Academic Paper Kernel Learning Algorithms, Prediction, Kernel Machines
Optimal Decision-making with Time-varying Evidence Reliability 2014/12/26 - 1:26pm Academic Paper Optimal Decision-making, Time-varying Evidence Reliability, Decision-making, Sequential Decision-Making, Business Decisions
Diverse Randomized Agents Vote to Win 2014/12/26 - 1:23pm Academic Paper Machine Learning, Diverse Randomized Agents, Noisy Voting, Bias, Social Choice, Behavior
Feedback Detection for Live Predictors 2014/12/26 - 1:20pm Academic Paper Feedback Detection, Live Predictors, Causal Inference, Feedback Loops
Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature 2014/12/26 - 1:17pm Academic Paper Sampling, Inference, Probabilistic Models, Fast Bayesian Quadrature
Nicholas Bloom Interview - Large-scale Measurement - 2014 2014/12/26 - 1:16pm White Paper Nicholas Bloom, Metrics, Large-scale Measurement, Economics, Econometrics
NIST Cloud Computing Reference Architecture - V2 2013 2014/12/26 - 1:14pm White Paper NIST, Cloud Computing, Reference Architecture
Spectral Learning of Mixture of Hidden Markov Models 2014/12/24 - 12:17pm Academic Paper Spectral Learning, Hidden Markov Models, Abstract Hidden Markov Memory Model
Generative Adversarial Nets 2014/12/22 - 12:15pm Academic Paper Generative Adversarial Nets, Multilayer Generative Models, Generative Models, Discriminative Model, Adversarial Models
Real-world Challenges in Pursuit of Olympic Excellence 2014/12/22 - 12:10pm Slides Olympic, Sports Business Analytics, Sports Science, Resource Allocation Strategy, Sports Analytics
Alien Minds - Susan Schneider 2014/12/22 - 12:05pm Academic Paper Alien Minds, Susan Schneider, Artificial Intelligence, Artificial Minds
Structure Regularization for Structured Prediction 2014/12/20 - 7:48pm Academic Paper Structure Regularization, Structured Prediction, Prediction Models
Substrate - Digital Neurosynaptic Core 2014/12/20 - 7:46pm Academic Paper Neural Networks, Substrate, Neurosynaptic Core, Programmable Neuromorphic Substrate
FrameNet II - Extended Theory and Practice 2014/12/20 - 7:43pm Academic Paper FrameNet, Semantic, Syntactic Relations, Frame Semantics, Computational Linguistics, International Computer Science Institute
Scaling-up Importance Sampling for Markov Logic Networks 2014/12/18 - 9:38pm Academic Paper Scaling-up, Importance Sampling, Markov Logic Networks, Markov Logic
Fairness in Multi-Agent Sequential Decision-Making 2014/12/18 - 9:36pm Academic Paper Fairness, Multi-Agent, Sequential Decision-Making, Multi-Agent System, Decision Processes
Randomized Experimental Design for Causal Graph Discovery 2014/12/18 - 9:35pm Academic Paper Randomized Experimental Design, Causal Graph Discovery, Experiments
How Hard is Artificial Intelligence - Evolutionary Arguments and Selection Effects 2014/12/18 - 9:33pm Academic Paper Artificial Intelligence, Evolution, Selection Effects, AI
How Hard is Artificial Intelligence - Evolutionary Arguments and Selection Effects 2014/12/18 - 9:33pm Academic Paper Artificial Intelligence, Evolution, Selection Effects, AI
Quantum Nanophotonic Systems 2014/12/18 - 9:30pm Academic Paper Quantum, Nanophotonic, Quantum Mechanics
Algorithm Selection by Rational Metareasoning as a Model of Human Strategy Selection 2014/12/11 - 9:59pm Academic Paper Algorithm Selection, Rational Metareasoning, Human Strategy Selection, Algorithms
Intriguing Properties of Neural Networks 2014/12/11 - 9:56pm Academic Paper Neural Networks
The SQL++ Unifying Semi-structured Query Language, and an Expressiveness Benchmark of SQL-on-Hadoop, NoSQL and NewSQL Databases 2014/12/11 - 9:46pm Academic Paper SQL++, Unifying Semi-structured Query Language, SQL-on-Hadoop, NoSQL, NewSQL, Databases, Hadoop
The Bayesian Case Model - A Generative Approach for Case-Based Reasoning and Prototype Classification 2014/12/07 - 11:49am Academic Paper Bayesian Classifiers, Bayesian Case Model, Case-Based Reasoning, Prototype Classification
Do Convnets Learn Correspondence? 2014/12/07 - 11:47am Academic Paper Correspondence, Convolutional Neural Networks, Deep Convolutional Neural Networks
Two-Stream Convolutional Networks for Action Recognition in Videos 2014/12/07 - 11:43am Academic Paper Two-Stream Convolutional Networks, Action Recognition, Videos, Deep Convolutional Networks
Learning Deep Features for Scene Recognition using Places Database 2014/12/07 - 11:41am Academic Paper Deep Features, Scene Recognition, Places Database, Deep Learning
LineageDB Architecture for real-time Big Data Analytics - Slides 2014/12/03 - 12:15pm Slides LineageDB Architecture, Real-time Analytics, Charles Clifford
Top 20 Data Quality Solutions for Data Science - Slides 2014/12/03 - 12:14pm Slides Data Quality Solutions, Data Quality, Ken Farmer
Mesos: The Operating System for your Cluster 2014/12/01 - 10:12pm Video Mesos, Operating System, Cluster
Cluster Management at Google 2014/12/01 - 10:09pm Video Cluster Management, Google
Introduction to Docker 2014/12/01 - 10:07pm Video Docker
Real-Time Visualization with Kafka, Storm, Redis, node.js & d3.js 2014/12/01 - 10:03pm Video Real-Time, Visualization, Kafka, Storm, Redis, Node.js, d3.js
Real-time Visualization with Python and d3.js 2014/12/01 - 9:59pm Video Real-Time, Visualization, Python, d3.js
Exploratory Data Analysis 2014/12/01 - 9:57pm Video Exploratory Data Analysis
Restricted Boltzmann Machines Modeling Human Choice 2014/12/01 - 9:25pm Academic Paper Restricted Boltzmann Machines, Human Choice, Boltzmann Machines
General Stochastic Networks for Classification 2014/12/01 - 9:21pm Academic Paper General Stochastic Networks, Classification
Improved Multimodal Deep Learning with Variation of Information 2014/12/01 - 9:20pm Academic Paper Multimodal Deep Learning, Variation, Information, Deep Learning
Global Belief Recursive Neural Networks 2014/12/01 - 9:16pm Academic Paper Global Belief, Recursive Neural Networks, Natural Language Processing, NLP
Convolutional Kernel Networks 2014/12/01 - 9:14pm Academic Paper Convolutional Kernel Networks, Convolutional Neural Networks

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