Causal Entropic Forces |
2014/01/23 - 10:10am |
Academic Paper |
Entropic Forces, Machine Learning, Intelligence, Entropy Maximization, Entropy, Adaptive Behavior |
Networking Faster Than Light |
2014/01/22 - 7:02pm |
Video |
Virtual Worlds, Currency Exchanges, Telepresence, Remote Surgery |
An Equation for Intelligence |
2014/01/22 - 6:57pm |
Video |
Machine Learning, Machine Intelligence, Artificial Intelligence |
Quantitative Legal Prediction |
2014/01/20 - 11:17am |
Academic Paper |
Legal Services, Predictive Analytics, e-Discovery, Legal Prediction |
Study: Big Data Investment, Skills, and Firm Value |
2014/01/19 - 11:08am |
Academic Paper |
ROI, Big Data Investment, Skills, Firm Value, Big Data, Data Science |
Measuring Business Impacts of Effective Data |
2014/01/19 - 11:05am |
White Paper |
ROI, Big Data, Data Science, Marketing, Sales |
Marketing ROI in Era of Big Data |
2014/01/19 - 11:02am |
Academic Paper |
Marketing, ROI, Big Data, Data Science |
Maximizing the Impact and Effectiveness of HR Analytics to Drive Business Outcomes |
2014/01/19 - 10:53am |
Academic Paper |
HR Analytics, Human Resources, Data Science, Big Data |
Transparent Predictions |
2014/01/18 - 12:01pm |
Academic Paper |
Prediction, Predictive Analytics, Predictive Modeling, Data Mining, Law, Privacy, Regulation |
Algorithmic Progress in Six Domains |
2014/01/17 - 9:58am |
Academic Paper |
Algorithm, Machine Learning, Boolean Satisfiability, Artificial Intelligence |
Building Brains to Understand the World's Data |
2014/01/17 - 9:54am |
Video |
Machine Learning, Brain, Artificial Intelligence |
Mechanization of Causal Inference: A "mini" Turing Test and Beyond |
2014/01/17 - 9:47am |
Video |
Causal Inference, Turing Test |
Efficient Analysis of Probabilistic Programs with an Unbounded Counter |
2014/01/16 - 7:15pm |
Academic Paper |
Machine Learning, Probabilistic Programs, Unbounded Counter, Probabilistic Logic |
Random Forest & Decision Trees using R |
2014/01/16 - 7:10pm |
Slides |
Random Forests, Decision Trees, R Language |
Decisive Markov Chains |
2014/01/15 - 10:43am |
Academic Paper |
Markov, Markov Chains, Decisive Markov Chains, Infinite Markov Chains, Verification, Model Checking, Probabilistic Lossy Channel Systems, Probabilistic Vector Addition Systems, Probabilistic Noisy Turing Machines |
Reversible Markov Chains |
2014/01/15 - 10:37am |
Academic Paper |
Markov, Markov Chains, Reversible Markov Chains |
Decision Theory - Language of Adaptive Agent Software |
2014/01/14 - 12:36pm |
Slides |
Decision Theory, Adaptive Agent Software |
Instance-Based Ontological Knowledge Acquisition |
2014/01/13 - 10:08am |
Academic Paper |
Ontological Knowledge Acquisition, Semi-automatic Ontology Integration Framework, Linked Open Data, Web Ontology Language |
BIIIG: Enabling Business Intelligence with Integrated Instance Graphs |
2014/01/12 - 11:53am |
Academic Paper |
Business Intelligence, Integrated Instance Graphs, Graphical Models, Visualization, Interactive Visual Analysis |
Runtime Analysis of Probabilistic Programs with Unbounded Recursion |
2014/01/12 - 11:49am |
Academic Paper |
Probabilistic Programs, Unbounded Recursion, Probabilistic Pushdown Automata, Markov, Recursive Markov Chains |
ConnectomeExplorer: Query-Guided Visual Analysis of Large Volumetric Neuroscience Data |
2014/01/11 - 2:05pm |
Academic Paper |
Neuroscience, ConnectomeExplorer, Query-Guided Visual Analysis, Interactive Visual Analysis, Brain, 3D Objects, Connectomics, Query Algebra, Visual Knowledge Discovery, Petascale Volume Analysis |
Large-Scale Automatic Reconstruction of Neuronal Processes from Electron Microscopy Images |
2014/01/11 - 1:48pm |
Academic Paper |
Neurons, Neuroscience, Random Forest, Conditional Random Field Framework, 3D Objects, Segmentation Fusion, Automatic Segmentation, Brain Imaging, Automatic Image Acquisition |
Open Connectome Project Data Cluster - Scalable Analysis and Vision for High-Throughput Neuroscience |
2014/01/11 - 1:32pm |
Academic Paper |
Neuroscience, Open Connectome Project, Scalable Database Cluster, Spatial Analysis, Brain Imaging Data, Time-series Data, Multi-channel Data, Distributed Databases, Scientific Databases, Connectomics |
Building High-level Features using Large Scale Unsupervised Learning |
2014/01/11 - 12:58pm |
Academic Paper |
Unsupervised Learning, Deep Learning, Machine Learning, Class-specific Feature Detectors, Algorithm, Unlabeled Data, Self-taught Learning Framework, High-level Features |
Learning New Facts From Knowledge Bases With Neural Tensor Networks and Semantic Word Vectors |
2014/01/11 - 12:51pm |
Academic Paper |
Knowledge Bases, Neural Tensor Networks, Semantic Word Vectors, Ontologies, Learned Entity Vectors |
Machine Learning Tutorial Part 1 |
2014/01/10 - 2:15pm |
Video |
Machine Learning |
Machine Learning Tutorial Part 2 |
2014/01/10 - 2:14pm |
Video |
Machine Learning |
Machine Learning Tutorial Part 3 |
2014/01/10 - 2:13pm |
Video |
Machine Learning |
Machine Learning Tutorial Part 4 |
2014/01/10 - 2:12pm |
Video |
Machine Learning |
Machine Learning Tutorial Part 5 |
2014/01/10 - 2:10pm |
Video |
Machine Learning |
Machine Learning Tutorial Part 6 |
2014/01/10 - 2:07pm |
Video |
Machine Learning |
Minimizing Expected Termination Time in One-Counter Markov Decision Processes |
2014/01/10 - 1:56pm |
Academic Paper |
Automata-theoretic Models, Markov Decision Processes, Pushdown Automata, Petri Nets, Lossy Channel Systems |
Learning Factor Graphs in Polynomial Time & Sample Complexity |
2014/01/10 - 1:48pm |
Academic Paper |
Graphical Models, Bayesian Networks, Markov Networks, Learning Factor Graphs, Polynomial Time, Sample Complexity |
What is Quantum Field Theory, and What Did We Think It Is? |
2014/01/10 - 1:43pm |
Academic Paper |
Physics, Quantum Field Theory |
Machine Learning and AI via Brain Simulations |
2014/01/08 - 11:01am |
Slides |
Machine Learning, Artificial Intelligence, Brain, Neuroscience, Algorithm |
Visual Behaviour Mediated by Retinal Projections Directed to the Auditory Pathway |
2014/01/08 - 10:59am |
Academic Paper |
Brain, Neuroscience, Neuropathology, Machine Learning, Artificial Intelligence |
A General Model for Online Probabilistic Plan Recognition |
2014/01/07 - 7:16am |
Academic Paper |
Abstract Hidden Markov Memory Model, Markov, Algorithm, Probabilities, Rao-Blackwellised Particle Filter, Probabilistic Logic |
Consistency of Online Random Forests |
2014/01/06 - 10:46am |
Academic Paper |
Random Forests, Algorithm |
Google and NASA's Quantum Artificial Intelligence Lab |
2014/01/03 - 10:58am |
Video |
Quantum Computing, Artificial Intelligence, NASA |
A Low Complexity Visualization Tool that Helps to Perform Complex Systems Analysis |
2014/01/02 - 10:34am |
Academic Paper |
Network, Visualization, Network Visualization, Shell Clusters, K-Shells, K-core Decomposition. |
Deep Neural Networks for Acoustic Modeling in Speech Recognition |
2014/01/01 - 1:08pm |
Academic Paper |
Neural Networks, Acoustic Modeling, Speech Recognition, Machine Learning |
Machine-Learning with Real-time and Streaming Applications |
2014/01/01 - 12:55pm |
Video |
Machine Learning, Real-Time, Streaming, Hadoop, Storm, Spark |
Data Science & bitly: Hilary Mason |
2014/01/01 - 12:52pm |
Video |
Data Science, bitly, Hilary Mason |
Dirty Secrets of Data Science |
2014/01/01 - 12:50pm |
Video |
Data Science |
What is a Career in Big Data? |
2014/01/01 - 12:48pm |
Video |
Career, Jobs |
A Direct Method for Building Sparse Kernel Learning Algorithms |
2014/01/01 - 10:20am |
Academic Paper |
Machine Learning, Kernel Learning Algorithms, Sparse Kernel, Algorithm |
High-Level Information Fusion with Bayesian Semantics |
2014/01/01 - 10:04am |
Academic Paper |
Information Fusion, Bayesian |
Experiences and Challenges in Automated Support for Intelligence in Assymetric Operations |
2014/01/01 - 10:02am |
Academic Paper |
Assymetric Operations, Information Fusion |
Multiple Kernel Learning Algorithms |
2013/12/31 - 9:44am |
Academic Paper |
Kernel Learning Algorithms, Machine Learning. Learning Algorithm, Algorithm |
Data Augmentation for Support Vector Machines |
2013/12/31 - 9:42am |
Academic Paper |
Data Augmentation, Support Vector Machines |