24th Conference on Uncertainty in Artificial Intelligence (UAI), Helsinki 2008
25 Lectures · Jul 10, 2008
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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.
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Topic Models and Clustering
Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regres...
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Latent Topic Models for Hypertext
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Flexible Priors for Exemplar-based Clustering
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Invited talk
The Catch-Up Phenomenon in Bayesian Inference
Jul 30, 2008
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7082 Views
Inference I
Convergent Message-Passing Algorithms for Inference over General Graphs with Con...
Jul 30, 2008
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4814 Views
Tightening LP Relaxations for MAP using Message Passing
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4185 Views
Learning Convex Inference of Marginals
Jul 30, 2008
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3291 Views
Invited talk
Combinatorial Prediction Markets
Jul 30, 2008
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14087 Views
Games and Decisions
Learning and Solving Many-Player Games through a Cluster-Based Representation
Jul 30, 2008
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4285 Views
A Polynomial-time Nash Equilibrium Algorithm for Repeated Stochastic Games
Jul 30, 2008
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5216 Views
Strategy Selection in Influence Diagrams using Imprecise Probabilities
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4305 Views
Multi-View and Transfer Learning
Multi-View Learning over Structured and Non-Identical Outputs
Jul 30, 2008
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3456 Views
Multi-View Learning in the Presence of View Disagreement
Jul 30, 2008
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4735 Views
Convex Point Estimation using Undirected Bayesian Transfer Hierarchies
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3128 Views
Invited talk
Concentration Inequalities
Jul 30, 2008
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6595 Views
Reinforcement Learning
CORL: A Continuous-state Offset-dynamics Reinforcement Learner
Jul 30, 2008
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3294 Views
Partitioned Linear Programming Approximations for MDPs
Jul 30, 2008
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3094 Views
Hierarchical POMDP Controller Optimization by Likelihood Maximization
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6961 Views
Invited talk
Unsupervised Learning for Natural Language Processing
Jul 30, 2008
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15474 Views
Causality
Explanation Trees for Causal Bayesian Networks
Jul 30, 2008
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5820 Views
Identifying Optimal Sequential Decisions
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2884 Views
Identifying Dynamic Sequential Plans
Jul 30, 2008
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3051 Views
Network Learning
Learning the Bayesian Network Structure: Dirichlet Prior versus Data
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8361 Views
Discovering Cyclic Causal Models by Independent Components Analysis
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7910 Views
Constrained Approximate Maximum Entropy Learning of Markov Random Fields
Jul 30, 2008
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6815 Views