Workshops
42 Videos · Jul 28, 2009
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Videos
Workshop on Learning Feature Hierarchies
Deep Learning via Semi-Supervised Embedding
Aug 26, 2009
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8566 views
Unsupervised Discovery of Structure, Succinct Representations and Sparsity
Aug 26, 2009
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9648 views
Learning to Herd and Herding to Learn
Sep 28, 2009
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681 views
Tutorial on Learning Deep Architectures
Aug 26, 2009
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41339 views
Convex Sparse Methods for Feature Hierarchies
Aug 26, 2009
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4473 views
Spotlight and Poster Session
Feb 18, 2024
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0 views
A Factor Model for Learning Higher Order Features in Natural Images
Aug 26, 2009
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3958 views
Unsupervised Structure Learning: Hierarchical Recursive Composition, Suspicious ...
Aug 26, 2009
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4497 views
Workshop on On-line Learning with Limited Feedback
Strategies for Prediction under Imperfect Monitoring
Aug 26, 2009
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3096 views
Multi-Armed Bandits with Betting
Aug 26, 2009
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3911 views
Trading Regret Rate for Computational Efficiency in Online Learning with Limited...
Aug 26, 2009
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3129 views
Strategic Considerations in Bandit Settings - The Price of Truthfulness in Onlin...
Aug 26, 2009
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3546 views
Piecewise-Stationary Bandit Problems with Side Information
Aug 26, 2009
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3154 views
One-Pass Approximate k-Means Optimization
Aug 26, 2009
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4717 views
Forced-Exploration Based Algortihms for Playing in Stochastic Linear Bandits
Aug 26, 2009
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3717 views
The Offset Tree for Learning with Partial Labels
Aug 26, 2009
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3193 views
Bandit Algorithms for Online Linear Optimization
Aug 26, 2009
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5682 views
Monte-Carlo Sampling for Regret Minimization in Extensive Games
Aug 26, 2009
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9262 views
Workshop on Numerical Mathematics in Machine Learning
Matrix Computations in Machine Learning
Aug 26, 2009
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6604 views
Introduction and General Problem Statement
Aug 26, 2009
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4271 views
The Parallel Machine Learning (PML) Framework and Numerical Aspects of the Trans...
Aug 26, 2009
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3037 views
GADGET SVM: a Gossip-bAseD sub-GradiEnT SVM solver
Aug 26, 2009
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3623 views
Final Discussion
Aug 26, 2009
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2831 views
Variance Approximation in Large-Scale Gaussian Markov Random Fields
Aug 26, 2009
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4379 views
Gaussian Processes and Fast Matrix-Vector Multiplies
Aug 26, 2009
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6341 views
Condition Number Analysis of Kernel-Based Density Ratio Estimation
Aug 26, 2009
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3024 views
Using Interior Point Methods for Optimization in Training Very Large Scale Suppo...
Aug 26, 2009
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8038 views
Statistical Leverage and Improved Matrix Algorithms
Aug 26, 2009
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5641 views
Workshop on Abstraction in Reinforcement Learning
Poster Spotlights: Automated Discovery of Options in Factored Reinforcement Lear...
Aug 26, 2009
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3413 views
Basis Function Construction for Hierarchical Reinforcement Learning
Aug 26, 2009
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3508 views
An Empirical Comparison of Abstraction in Models of Markov Decision Processes
Aug 26, 2009
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4127 views
Poster Spotlights: Hierarchical Skill Learning for High-Level Planning
Aug 26, 2009
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3368 views
Manifold Embeddings for Model-Based Reinforcement Learning of Neurostimulation P...
Aug 26, 2009
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4150 views
Poster Spotlights: Situation Dependent Spatial Abstraction in Reinforcement Lear...
Aug 26, 2009
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3339 views
Dyna(k): A Multi-Step Dyna Planning
Aug 26, 2009
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3406 views
High-Level Actions
Aug 26, 2009
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3211 views
Multidisciplinary Symposium on Reinforcement Learning
Fifty Years of RL in Games
Aug 26, 2009
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6185 views
Welcome to the Multidisciplinary Symposium on Reinforcement Learning
Aug 26, 2009
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10153 views
Birdsong Learning
Aug 26, 2009
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4125 views
Deconstructing Reinforcement Learning
Aug 26, 2009
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13039 views
Third Annual Reinforcement Learning Competition
Aug 26, 2009
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4155 views
Reinforcement Learning, Apprenticeship Learning and Robotic Control
Aug 26, 2009
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9650 views