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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8571 views
Unsupervised Discovery of Structure, Succinct Representations and Sparsity
Aug 26, 2009
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9650 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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41344 views
Convex Sparse Methods for Feature Hierarchies
Aug 26, 2009
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4474 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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3959 views
Unsupervised Structure Learning: Hierarchical Recursive Composition, Suspicious ...
Aug 26, 2009
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4498 views
Workshop on On-line Learning with Limited Feedback
Strategies for Prediction under Imperfect Monitoring
Aug 26, 2009
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3097 views
Multi-Armed Bandits with Betting
Aug 26, 2009
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3913 views
Trading Regret Rate for Computational Efficiency in Online Learning with Limited...
Aug 26, 2009
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3130 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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3156 views
One-Pass Approximate k-Means Optimization
Aug 26, 2009
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4723 views
Forced-Exploration Based Algortihms for Playing in Stochastic Linear Bandits
Aug 26, 2009
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3718 views
The Offset Tree for Learning with Partial Labels
Aug 26, 2009
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3196 views
Bandit Algorithms for Online Linear Optimization
Aug 26, 2009
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5683 views
Monte-Carlo Sampling for Regret Minimization in Extensive Games
Aug 26, 2009
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9264 views
Workshop on Numerical Mathematics in Machine Learning
Matrix Computations in Machine Learning
Aug 26, 2009
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6605 views
Introduction and General Problem Statement
Aug 26, 2009
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4273 views
The Parallel Machine Learning (PML) Framework and Numerical Aspects of the Trans...
Aug 26, 2009
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3038 views
GADGET SVM: a Gossip-bAseD sub-GradiEnT SVM solver
Aug 26, 2009
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3624 views
Final Discussion
Aug 26, 2009
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2832 views
Variance Approximation in Large-Scale Gaussian Markov Random Fields
Aug 26, 2009
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4381 views
Gaussian Processes and Fast Matrix-Vector Multiplies
Aug 26, 2009
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6342 views
Condition Number Analysis of Kernel-Based Density Ratio Estimation
Aug 26, 2009
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3025 views
Using Interior Point Methods for Optimization in Training Very Large Scale Suppo...
Aug 26, 2009
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8041 views
Statistical Leverage and Improved Matrix Algorithms
Aug 26, 2009
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5647 views
Workshop on Abstraction in Reinforcement Learning
Poster Spotlights: Automated Discovery of Options in Factored Reinforcement Lear...
Aug 26, 2009
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3414 views
Basis Function Construction for Hierarchical Reinforcement Learning
Aug 26, 2009
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3509 views
An Empirical Comparison of Abstraction in Models of Markov Decision Processes
Aug 26, 2009
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4129 views
Poster Spotlights: Hierarchical Skill Learning for High-Level Planning
Aug 26, 2009
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3369 views
Manifold Embeddings for Model-Based Reinforcement Learning of Neurostimulation P...
Aug 26, 2009
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4151 views
Poster Spotlights: Situation Dependent Spatial Abstraction in Reinforcement Lear...
Aug 26, 2009
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3341 views
Dyna(k): A Multi-Step Dyna Planning
Aug 26, 2009
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3407 views
High-Level Actions
Aug 26, 2009
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3213 views
Multidisciplinary Symposium on Reinforcement Learning
Fifty Years of RL in Games
Aug 26, 2009
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6188 views
Welcome to the Multidisciplinary Symposium on Reinforcement Learning
Aug 26, 2009
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10154 views
Birdsong Learning
Aug 26, 2009
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4127 views
Deconstructing Reinforcement Learning
Aug 26, 2009
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13042 views
Third Annual Reinforcement Learning Competition
Aug 26, 2009
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4158 views
Reinforcement Learning, Apprenticeship Learning and Robotic Control
Aug 26, 2009
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9652 views