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
Data Science Team in Action 2014/01/01 - 1:04pm Video Data Science
Tapping into the Pulse of the Data Science Movement 2014/01/01 - 1:02pm Video Data Science
Data Scientist DNA 2014/01/01 - 12:59pm Video Data Scientist, Data Science
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
Rao-Blackwellization for Bayesian Variable Selection and Model Averaging in Linear and Binary Regression A Novel Data Augmentation Approach 2013/12/31 - 9:40am Academic Paper Rao-Blackwellization, Bayesian, Linear Regression, Binary Regression, Data Augmentation
Final Report and Recommendations of The President’s Review Group on Intelligence and Communications Technologies 2013/12/31 - 9:39am White Paper Surveillance, Intelligence, Communications, Privacy, National Security
Ensembling Neural Networks: Many Could Be Better Than All 2013/12/30 - 11:46pm Academic Paper Machine Learning, Neural Networks, Neural Network Ensemble, Boosting, Algorithm
Minimum Majority Classification and Boosting 2013/12/30 - 11:41pm Academic Paper Machine Learning, Boosting, Algorithm, Classification
Direct Divergence Approximation between Probability Distributions and Its Applications in Machine Learning 2013/12/30 - 11:38pm Academic Paper Direct Divergence Approximation, Probability Distributions, Machine Learning
Quasi-Geodesic Neural Learning Algorithms Over the Orthogonal Group 2013/12/30 - 11:34pm Academic Paper Algorithm, Neural Learning Algorithms, Machine Learning, Riemannian Gradient
Robust Optimization for Unconstrained Simulation-based Problems 2013/12/30 - 11:29pm Academic Paper Optimization, Simulation, Data Uncertainty, Nonconvex Optimization
Conjugate Relation between Loss Functions and Uncertainty Sets in Classification Problems 2013/12/30 - 11:24pm Academic Paper Binary Classification, Classification
Unified Robust Classification Model 2013/12/30 - 11:21pm Academic Paper Algorithm, Machine Learning, Classification