Resources

Introduction to Graph Databases 2014/06/21 - 5:13pm Video Graph Databases
Toward Human-Multiagent Teams 2014/06/14 - 5:26pm Academic Paper Human-Multiagent Teams, Multi-Agent System, Agents
Forecasting - Using Neural Nets for Forecasting 2014/06/14 - 5:21pm Academic Paper Forecasting, Neural Nets, Externally Recurrent Networks, Direct Prediction, Recurrent Prediction, Learning Algorithms, Kalman Filtering, Wiener Voltera Series.
Reverse-Mode AD in a Functional Framework - Lambda 2014/06/14 - 5:15pm Academic Paper Reverse-Mode AD, Lambda, Backpropagator, Automatic Differentiation, Experimentation, Languages, Performance
An Artificial Stock Market 2014/06/14 - 5:12pm Academic Paper Artificial Stock Market, Finance, Intelligent Agents, Artificial Market
Nonlinear Support Vector Machines Can Systematically Identify Stocks with High and Low Future Returns 2014/06/14 - 5:09pm Academic Paper Nonlinear Support Vector Machines, Support Vector Machines, Sector Neutral Portfolios, Long-short Portfolios, Technical Analysis, Fundamental Analysis.
Deploying a Lambda Architecture - Part 3 2014/06/14 - 5:01pm Video Lambda Architecture, Big Data Infrastructure
Deploying a Lambda Architecture - Part 2 2014/06/14 - 5:00pm Video Lambda Architecture, Big Data Infrastructure
Deploying a Lambda Architecture - Part 1 2014/06/14 - 4:59pm Video Lambda Architecture, Big Data Infrastructure
Verifying Quantitative Reliability for Programs that Execute on Unreliable Hardware 2014/06/07 - 4:19pm Academic Paper Approximate Computing, Languages, Reliability, Verification
Normative Uncertainty 2014/06/07 - 4:18pm Academic Paper Normative Uncertainty, Agent-based Model, Agents, Adaptive Agents
Global Principles for Governments Collecting Private Sector Data from Commercial Entities 2014/06/07 - 4:08pm White Paper Information Privacy Law, Law, Regulation
Intriguing Properties of Neural Networks 2014/06/04 - 10:53am Academic Paper Neural Networks, Deep Neural Networks, Speech Recognition, Visual Recognition, Input-output Mappings
Deep Belief Nets- Tutorial by Geoffrey Hinton 2014/05/31 - 7:52pm Slides Deep Belief Nets, Geoffrey Hinton
Improving Neural Networks by Preventing Co-adaptation of Feature Detectors 2014/05/31 - 7:48pm Academic Paper Neural Networks, Overfitting, Co-adaptation, Feature Detectors
Dynamic Term-Modal Logic 2014/05/31 - 7:32pm Academic Paper Dynamic Term-Modal Logic, Common Knowledge, Dynamic Logic, Epistemic Logic, First-order Modal Logic
Deep Lambertian Networks 2014/05/31 - 5:20pm Academic Paper Lambertian Networks, Deep Belief Nets, Multilayer Generative Models, Lambertian Reluctance Model
Bayesian Generalized Kernel Mixed Models 2014/05/23 - 9:00pm Academic Paper Bayesian Analysis, Bayesian Generalized Kernel Mixed Model, Generalized Kernel Mixed Model, Generalized Kernel Model
Assuring the Behavior of Adaptive Agents 2014/05/23 - 8:56pm Academic Paper Behavior, Adaptive Agents, Agents, Asimov's First Law
Quantifying Information Flow with Beliefs 2014/05/23 - 8:54pm Academic Paper Information Flow, Beliefs, Probabilistic Logic, Information Flow Metrics
Theorem Proving in Large Formal Mathematics as an Emerging AI Field 2014/05/23 - 8:51pm Academic Paper Theorem Proving, Math, Artificial Intelligence
Internet of Things Will Thrive by 2025 - Report May 2014 2014/05/23 - 8:48pm White Paper Internet of Things
Digital Life in 2015 - March 2014 Report Future of the Internet Predictions 2014/05/23 - 8:47pm White Paper Digital Life, Internet, Predictions
Empirical Comparison of Graph Databases 2014/05/23 - 8:44pm Academic Paper Databases, Graph Databases
Internet of Cars, Wearables, and More 2014/05/23 - 8:33pm Video Internet of Things
Improving Deep Neural Networks for LVCSR Using Rectified Linear Units and Dropout 2014/05/19 - 4:04pm Academic Paper Deep Learning, Neural Networks, Deep Neural Networks, LVCSR, Rectified Linear Units, Dropout, Acoustic Modeling, Broadcast News, Bayesian Optimization
A Better Way to Pretrain Deep Boltzmann Machines 2014/05/19 - 3:59pm Academic Paper Markov Random Field, Boltzmann Machines, Pretraining Algorithms, Deep Boltzmann Machines
Relativized Separation of Reversible and Irreverible Space-time Complexity Classes 2014/05/17 - 4:15pm Academic Paper Reversible Computing, Space-time Complexity, Complexity Theory
Large-Scale Automatic Labeling of Video Events with Verbs Based on Event-Participant Interaction 2014/05/17 - 4:11pm Academic Paper Labeling, Video Events, Event-Participant Interaction
Modular Verification of Dynamically Adaptive Systems 2014/05/17 - 4:08pm Academic Paper Modular Verification, Dynamically Adaptive Systems, Linear Temporal Logic, Dynamic Adaptation, Reliability, Autonomic Computing, Global Invariants, Formal Specification, Verification, Modular Model Checking
Deep Mixtures of Factor Analysers 2014/05/17 - 4:06pm Academic Paper Factor Analysers, Unsupervised Learning, Deep density Models
REST-Ful API Design 2014/05/17 - 3:48pm Video REST-Ful, API
Scaling Fluctuation Analysis and Statistical Hypothesis Testing of Anthropogenic Warming 2014/05/10 - 11:48am Academic Paper Climate, Global Warming, Anthropogenic Warming, Scaling Fluctuation Analysis, General Circulation Models
9 Databases in 45 Minutes 2014/05/10 - 9:30am Video Database, Datastore
Better, Faster, Cheaper Infrastructure with Apache CloudStack and Riak 2014/05/10 - 9:29am Video Apache CloudStack, Riak, NoSQL, Databases
Introduction to Riak and how is used by the Fortune 500 2014/05/10 - 9:18am Video Riak, NoSQL, Key/value, Database, Datastore
Implementation of Precision Medicine - From Deep Sequencing and Unbiased Screening to Precise Therapeutic Targeting 2014/05/05 - 10:26am Slides Healthcare, Personalized Medicine, Precision Medicine, Deep Sequencing, Unbiased Screening, Precise Therapeutic Targeting, Genome, Sequencing Human Genome
New Types of Deep Neural Network Learning for Speech Recognition and Related Applications 2014/05/04 - 12:35pm Academic Paper Neural Networks, Deep Learning, Deep Neural Network Learning, Speech Recognition, Convolutional Neural Network, Recurrent Neural Network, Optimization, Spectrogram Features, Music Processing
Paradoxes of Rational Agency and Formal Systems that Verify Their Own Soundness 2014/05/04 - 12:31pm Academic Paper Agents, Rational Agency, Adaptive Agents, Peano Arithmetic
Botworld 1.0 2014/05/04 - 10:40am Academic Paper Botworld, Cellular Automaton, Markov Decision Processes, Decisive Markov Chains, Hidden Markov Models, Self-modifying Agents
Robust Boltzmann Machines for Recognition and Denoising 2014/05/04 - 10:37am Academic Paper Boltzmann Machines, Recognition, Denoising, Unsupervised Learning
Provable Predictions - Seeing into the Future? 2014/05/04 - 10:28am Video Predictive Analytics, Forecasting
The Naked Future -- A World That Anticipates Your Every Move 2014/05/04 - 10:25am Video Privacy, Information Privacy Law, Law, Regulation
Carry on Winning - Gamblers’ Fallacy Creates Hot Hand Effects 2014/04/30 - 9:05pm Academic Paper Gamblers’ Fallacy, Gambling, Betting Strategies, Risk, Odds
Nanotools for Neuroscience and Brain Activity Mapping 2014/04/30 - 9:00pm Academic Paper Nanotools, Neuroscience, Brain Activity Mapping, Brain Imaging, Brain Imaging Data
Reducing the Dimensionality of Data with Neural Networks 2014/04/26 - 11:10am External Course Data Dimensionality, Neural Networks
Logical Theories for Agent Introspection 2014/04/26 - 11:08am Academic Paper Agents, Artificial Intelligence, Agent Introspection, Modal Logic, First-order Predicate Logic, Logic Programming
To Recognize Shapes, First Learn to Generate Images 2014/04/26 - 11:04am Academic Paper Shapes, Images, Cortical Architecture, Pattern Formation, High- dimensional Sensory Data
Advantages of Artificial Intelligences, Uploads, and Digital Minds 2014/04/26 - 10:35am Academic Paper Artificial Intelligence, Digital Minds, Artificial General Intelligence
Learning Multiple Layers of Representation 2014/04/26 - 10:32am Academic Paper Deep Networks, Backpropagation, Speech Perception, Object Recognition

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