Jul 28, 2009 
42 videos 
Workshops
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Workshop on Learning Feature Hierarchies
Deep Learning via Semi-Supervised Embedding
Aug 26, 2009 8590 views
Unsupervised Discovery of Structure, Succinct Representations and Sparsity
Aug 26, 2009 9670 views
Learning to Herd and Herding to Learn
Sep 28, 2009 681 views
Tutorial on Learning Deep Architectures
Aug 26, 2009 41418 views
Convex Sparse Methods for Feature Hierarchies
Aug 26, 2009 4485 views
Spotlight and Poster Session
Feb 18, 2024 0 views
A Factor Model for Learning Higher Order Features in Natural Images
Aug 26, 2009 3977 views
Unsupervised Structure Learning: Hierarchical Recursive Composition, Suspicious ...
Aug 26, 2009 4513 views
Workshop on On-line Learning with Limited Feedback
Strategies for Prediction under Imperfect Monitoring
Aug 26, 2009 3110 views
Multi-Armed Bandits with Betting
Aug 26, 2009 3930 views
Trading Regret Rate for Computational Efficiency in Online Learning with Limited...
Aug 26, 2009 3146 views
Strategic Considerations in Bandit Settings - The Price of Truthfulness in Onlin...
Aug 26, 2009 3565 views
Piecewise-Stationary Bandit Problems with Side Information
Aug 26, 2009 3179 views
One-Pass Approximate k-Means Optimization
Aug 26, 2009 4742 views
Forced-Exploration Based Algortihms for Playing in Stochastic Linear Bandits
Aug 26, 2009 3730 views
The Offset Tree for Learning with Partial Labels
Aug 26, 2009 3232 views
Bandit Algorithms for Online Linear Optimization
Aug 26, 2009 5700 views
Monte-Carlo Sampling for Regret Minimization in Extensive Games
Aug 26, 2009 9291 views
Workshop on Numerical Mathematics in Machine Learning
Matrix Computations in Machine Learning
Aug 26, 2009 6632 views
Introduction and General Problem Statement
Aug 26, 2009 4287 views
The Parallel Machine Learning (PML) Framework and Numerical Aspects of the Trans...
Aug 26, 2009 3044 views
GADGET SVM: a Gossip-bAseD sub-GradiEnT SVM solver
Aug 26, 2009 3652 views
Final Discussion
Aug 26, 2009 2843 views
Variance Approximation in Large-Scale Gaussian Markov Random Fields
Aug 26, 2009 4392 views
Gaussian Processes and Fast Matrix-Vector Multiplies
Aug 26, 2009 6371 views
Condition Number Analysis of Kernel-Based Density Ratio Estimation
Aug 26, 2009 3043 views
Using Interior Point Methods for Optimization in Training Very Large Scale Suppo...
Aug 26, 2009 8066 views
Statistical Leverage and Improved Matrix Algorithms
Aug 26, 2009 5672 views
Workshop on Abstraction in Reinforcement Learning
Poster Spotlights: Automated Discovery of Options in Factored Reinforcement Lear...
Aug 26, 2009 3437 views
Basis Function Construction for Hierarchical Reinforcement Learning
Aug 26, 2009 3529 views
An Empirical Comparison of Abstraction in Models of Markov Decision Processes
Aug 26, 2009 4144 views
Poster Spotlights: Hierarchical Skill Learning for High-Level Planning
Aug 26, 2009 3397 views
Manifold Embeddings for Model-Based Reinforcement Learning of Neurostimulation P...
Aug 26, 2009 4166 views
Poster Spotlights: Situation Dependent Spatial Abstraction in Reinforcement Lear...
Aug 26, 2009 3356 views
Dyna(k): A Multi-Step Dyna Planning
Aug 26, 2009 3419 views
High-Level Actions
Aug 26, 2009 3226 views
Multidisciplinary Symposium on Reinforcement Learning
Fifty Years of RL in Games
Aug 26, 2009 6209 views
Welcome to the Multidisciplinary Symposium on Reinforcement Learning
Aug 26, 2009 10177 views
Birdsong Learning
Aug 26, 2009 4141 views
Deconstructing Reinforcement Learning
Aug 26, 2009 13155 views
Third Annual Reinforcement Learning Competition
Aug 26, 2009 4170 views
Reinforcement Learning, Apprenticeship Learning and Robotic Control
Aug 26, 2009 9678 views