Workshops
40 Lectures · Jul 28, 2009
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Workshop on Learning Feature Hierarchies
Tutorial on Learning Deep Architectures
Aug 26, 2009
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41286 Views
Unsupervised Structure Learning: Hierarchical Recursive Composition, Suspicious ...
Aug 26, 2009
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4480 Views
Deep Learning via Semi-Supervised Embedding
Aug 26, 2009
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8551 Views
Convex Sparse Methods for Feature Hierarchies
Aug 26, 2009
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4461 Views
Unsupervised Discovery of Structure, Succinct Representations and Sparsity
Aug 26, 2009
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9637 Views
A Factor Model for Learning Higher Order Features in Natural Images
Aug 26, 2009
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3943 Views
Workshop on On-line Learning with Limited Feedback
Strategies for Prediction under Imperfect Monitoring
Aug 26, 2009
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3091 Views
Trading Regret Rate for Computational Efficiency in Online Learning with Limited...
Aug 26, 2009
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3122 Views
Strategic Considerations in Bandit Settings - The Price of Truthfulness in Onlin...
Aug 26, 2009
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3541 Views
Bandit Algorithms for Online Linear Optimization
Aug 26, 2009
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5667 Views
Piecewise-Stationary Bandit Problems with Side Information
Aug 26, 2009
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3145 Views
Multi-Armed Bandits with Betting
Aug 26, 2009
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3900 Views
Forced-Exploration Based Algortihms for Playing in Stochastic Linear Bandits
Aug 26, 2009
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3711 Views
The Offset Tree for Learning with Partial Labels
Aug 26, 2009
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3186 Views
One-Pass Approximate k-Means Optimization
Aug 26, 2009
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4707 Views
Monte-Carlo Sampling for Regret Minimization in Extensive Games
Aug 26, 2009
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9234 Views
Workshop on Numerical Mathematics in Machine Learning
Introduction and General Problem Statement
Aug 26, 2009
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4262 Views
Variance Approximation in Large-Scale Gaussian Markov Random Fields
Aug 26, 2009
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4370 Views
Statistical Leverage and Improved Matrix Algorithms
Aug 26, 2009
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5626 Views
Matrix Computations in Machine Learning
Aug 26, 2009
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6591 Views
Using Interior Point Methods for Optimization in Training Very Large Scale Suppo...
Aug 26, 2009
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8016 Views
Gaussian Processes and Fast Matrix-Vector Multiplies
Aug 26, 2009
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6329 Views
The Parallel Machine Learning (PML) Framework and Numerical Aspects of the Trans...
Aug 26, 2009
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3027 Views
GADGET SVM: a Gossip-bAseD sub-GradiEnT SVM solver
Aug 26, 2009
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3612 Views
Condition Number Analysis of Kernel-Based Density Ratio Estimation
Aug 26, 2009
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3017 Views
Final Discussion
Aug 26, 2009
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2821 Views
Workshop on Abstraction in Reinforcement Learning
High-Level Actions
Aug 26, 2009
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3201 Views
Dyna(k): A Multi-Step Dyna Planning
Aug 26, 2009
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3395 Views
Manifold Embeddings for Model-Based Reinforcement Learning of Neurostimulation P...
Aug 26, 2009
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4137 Views
An Empirical Comparison of Abstraction in Models of Markov Decision Processes
Aug 26, 2009
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4120 Views
Basis Function Construction for Hierarchical Reinforcement Learning
Aug 26, 2009
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3500 Views
Poster Spotlights: Situation Dependent Spatial Abstraction in Reinforcement Lear...
Aug 26, 2009
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3332 Views
Poster Spotlights: Automated Discovery of Options in Factored Reinforcement Lear...
Aug 26, 2009
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3406 Views
Poster Spotlights: Hierarchical Skill Learning for High-Level Planning
Aug 26, 2009
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3361 Views
Multidisciplinary Symposium on Reinforcement Learning
Welcome to the Multidisciplinary Symposium on Reinforcement Learning
Aug 26, 2009
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10144 Views
Deconstructing Reinforcement Learning
Aug 26, 2009
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12988 Views
Birdsong Learning
Aug 26, 2009
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4121 Views
Fifty Years of RL in Games
Aug 26, 2009
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6170 Views
Reinforcement Learning, Apprenticeship Learning and Robotic Control
Aug 26, 2009
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9638 Views
Third Annual Reinforcement Learning Competition
Aug 26, 2009
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4142 Views