About
UAI is the premier conference on issues relating to representation and management of uncertainty within the field of Artificial Intelligence. UAI is supported by the Association for Uncertainty in Artificial Intelligence (AUAI).
To find out more please visit the UAI 2008 website.
Videos
Topic Models and Clustering

Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regres...
Jul 30, 2008
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6013 views

Flexible Priors for Exemplar-based Clustering
Jul 30, 2008
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4351 views

Latent Topic Models for Hypertext
Jul 30, 2008
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4582 views
Invited talk

The Catch-Up Phenomenon in Bayesian Inference
Jul 30, 2008
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7092 views
Inference I

Convergent Message-Passing Algorithms for Inference over General Graphs with Con...
Jul 30, 2008
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4819 views

Tightening LP Relaxations for MAP using Message Passing
Jul 30, 2008
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4189 views

Learning Convex Inference of Marginals
Jul 30, 2008
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3297 views
Invited talk

Combinatorial Prediction Markets
Jul 30, 2008
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14122 views
Games and Decisions

Learning and Solving Many-Player Games through a Cluster-Based Representation
Jul 30, 2008
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4289 views

Strategy Selection in Influence Diagrams using Imprecise Probabilities
Jul 30, 2008
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4311 views

A Polynomial-time Nash Equilibrium Algorithm for Repeated Stochastic Games
Jul 30, 2008
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5221 views
Multi-View and Transfer Learning

Multi-View Learning in the Presence of View Disagreement
Jul 30, 2008
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4740 views

Multi-View Learning over Structured and Non-Identical Outputs
Jul 30, 2008
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3461 views

Convex Point Estimation using Undirected Bayesian Transfer Hierarchies
Jul 30, 2008
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3131 views
Invited talk

Concentration Inequalities
Jul 30, 2008
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6601 views
Reinforcement Learning

CORL: A Continuous-state Offset-dynamics Reinforcement Learner
Jul 30, 2008
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3297 views

Partitioned Linear Programming Approximations for MDPs
Jul 30, 2008
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3097 views

Hierarchical POMDP Controller Optimization by Likelihood Maximization
Jul 30, 2008
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6968 views
Invited talk

Unsupervised Learning for Natural Language Processing
Jul 30, 2008
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15480 views
Causality

Identifying Dynamic Sequential Plans
Jul 30, 2008
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3054 views

Explanation Trees for Causal Bayesian Networks
Jul 30, 2008
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5824 views

Identifying Optimal Sequential Decisions
Jul 30, 2008
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2887 views
Network Learning

Discovering Cyclic Causal Models by Independent Components Analysis
Jul 30, 2008
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7919 views

Learning the Bayesian Network Structure: Dirichlet Prior versus Data
Jul 30, 2008
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8365 views

Constrained Approximate Maximum Entropy Learning of Markov Random Fields
Jul 30, 2008
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6820 views