Uncertainty in Artificial Intelligence (UAI 2008)

Description

The 24th Conference on Uncertainty in Artificial Intelligence (UAI 2008) took place on 9-12 July 2008 in Helsinki, Finland. ---- Conference home page:> http://uai2008.cs.helsinki.fi/index.shtml

Topic Models and Clustering
59 views, 00:24:20 Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression Andrew McCallum	[syn]  28 views, 00:22:17 Latent Topic Models for Hypertext Amit Gruber	[syn]  50 views, 00:23:24 Flexible Priors for Exemplar-based Clustering Daniel Tarlow
Invited talk
[syn]  83 views, 00:56:52 The Catch-Up Phenomenon in Bayesian Inference Peter Grünwald
Inference I
[syn]  16 views, 00:22:28 Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free Energies Tamir Hazan	[syn]  25 views, 00:23:36 Tightening LP Relaxations for MAP using Message Passing David Sontag	[syn]  12 views, 00:21:51 Learning Convex Inference of Marginals Justin Domke
Invited talk
[syn]  122 views, 01:00:10 Combinatorial Prediction Markets Robin Hanson
Games and Decisions
[syn]  14 views, 00:22:18 Learning and Solving Many-Player Games through a Cluster-Based Representation Sevan G. Ficici	[syn]  19 views, 00:23:10 A Polynomial-time Nash Equilibrium Algorithm for Repeated Stochastic Games Enrique Munoz de Cote	[syn]  33 views, 00:25:18 Strategy Selection in Influence Diagrams using Imprecise Probabilities Cassio P. de Campos
Multi-View and Transfer Learning
[syn]  16 views, 00:24:01 Multi-View Learning over Structured and Non-Identical Outputs Kuzman Ganchev	[syn]  24 views, 00:20:35 Multi-View Learning in the Presence of View Disagreement C. Mario Christoudias	[syn]  11 views, 00:25:17 Convex Point Estimation using Undirected Bayesian Transfer Hierarchies Ben Packer
Invited talk
[syn]  45 views, 00:53:23 Concentration Inequalities Gabor Lugosi
Reinforcement Learning
[syn]  20 views, 00:25:31 CORL: A Continuous-state Offset-dynamics Reinforcement Learner Emma Brunskill	[syn]  18 views, 00:21:59 Partitioned Linear Programming Approximations for MDPs Branislav Kveton	[syn]  68 views, 00:27:23 Hierarchical POMDP Controller Optimization by Likelihood Maximization Marc Toussaint
Invited talk
[syn]  127 views, 01:00:19 Unsupervised Learning for Natural Language Processing Dan Klein
Causality
[syn]  62 views, 00:23:55 Explanation Trees for Causal Bayesian Networks Jean-Philippe Pellet	[syn]  27 views, 00:20:52 Identifying Optimal Sequential Decisions Vanessa Didelez	[syn]  15 views, 00:23:55 Identifying Dynamic Sequential Plans George Voutsadakis
Network Learning
[syn]  72 views, 00:24:17 Learning the Bayesian Network Structure: Dirichlet Prior versus Data Harald Steck	[syn]  26 views, 00:20:20 Discovering Cyclic Causal Models by Independent Components Analysis Gustavo Lacerda	[syn]  60 views, 00:20:06 Constrained Approximate Maximum Entropy Learning of Markov Random Fields Varun Ganapathi