24th Conference on Uncertainty in Artificial Intelligence (UAI), Helsinki 2008
25 Videos · Jul 10, 2008
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 6040 views
Flexible Priors for Exemplar-based Clustering
Jul 30, 2008 4362 views
Latent Topic Models for Hypertext
Jul 30, 2008 4593 views
Invited talk
The Catch-Up Phenomenon in Bayesian Inference
Jul 30, 2008 7116 views
Inference I
Convergent Message-Passing Algorithms for Inference over General Graphs with Con...
Jul 30, 2008 4851 views
Tightening LP Relaxations for MAP using Message Passing
Jul 30, 2008 4203 views
Learning Convex Inference of Marginals
Jul 30, 2008 3324 views
Invited talk
Combinatorial Prediction Markets
Jul 30, 2008 14249 views
Games and Decisions
Learning and Solving Many-Player Games through a Cluster-Based Representation
Jul 30, 2008 4315 views
Strategy Selection in Influence Diagrams using Imprecise Probabilities
Jul 30, 2008 4323 views
A Polynomial-time Nash Equilibrium Algorithm for Repeated Stochastic Games
Jul 30, 2008 5240 views
Multi-View and Transfer Learning
Multi-View Learning in the Presence of View Disagreement
Jul 30, 2008 4791 views
Multi-View Learning over Structured and Non-Identical Outputs
Jul 30, 2008 3484 views
Convex Point Estimation using Undirected Bayesian Transfer Hierarchies
Jul 30, 2008 3144 views
Invited talk
Concentration Inequalities
Jul 30, 2008 6622 views
Reinforcement Learning
CORL: A Continuous-state Offset-dynamics Reinforcement Learner
Jul 30, 2008 3308 views
Partitioned Linear Programming Approximations for MDPs
Jul 30, 2008 3112 views
Hierarchical POMDP Controller Optimization by Likelihood Maximization
Jul 30, 2008 6998 views
Invited talk
Unsupervised Learning for Natural Language Processing
Jul 30, 2008 15504 views
Causality
Identifying Dynamic Sequential Plans
Jul 30, 2008 3076 views
Explanation Trees for Causal Bayesian Networks
Jul 30, 2008 5860 views
Identifying Optimal Sequential Decisions
Jul 30, 2008 2909 views
Network Learning
Discovering Cyclic Causal Models by Independent Components Analysis
Jul 30, 2008 7951 views
Learning the Bayesian Network Structure: Dirichlet Prior versus Data
Jul 30, 2008 8386 views
Constrained Approximate Maximum Entropy Learning of Markov Random Fields
Jul 30, 2008 6839 views