24th Conference on Uncertainty in Artificial Intelligence (UAI), Helsinki 2008

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

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24:20

Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regres...

Andrew McCallum

Jul 30, 2008

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6013 views

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23:24

Flexible Priors for Exemplar-based Clustering

Daniel Tarlow

Jul 30, 2008

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4351 views

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22:18

Latent Topic Models for Hypertext

Amit Gruber

Jul 30, 2008

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4582 views

Invited talk

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56:52

The Catch-Up Phenomenon in Bayesian Inference

Peter Grünwald

Jul 30, 2008

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7092 views

Inference I

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22:28

Convergent Message-Passing Algorithms for Inference over General Graphs with Con...

Tamir Hazan

Jul 30, 2008

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4819 views

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23:37

Tightening LP Relaxations for MAP using Message Passing

David Sontag

Jul 30, 2008

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4189 views

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21:51

Learning Convex Inference of Marginals

Justin Domke

Jul 30, 2008

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3297 views

Invited talk

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01:00:10

Combinatorial Prediction Markets

Robin Hanson

Jul 30, 2008

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14122 views

Games and Decisions

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22:18

Learning and Solving Many-Player Games through a Cluster-Based Representation

Sevan G. Ficici

Jul 30, 2008

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4289 views

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25:18

Strategy Selection in Influence Diagrams using Imprecise Probabilities

Cassio P. de Campos

Jul 30, 2008

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4311 views

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23:10

A Polynomial-time Nash Equilibrium Algorithm for Repeated Stochastic Games

Enrique Munoz de Cote

Jul 30, 2008

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5221 views

Multi-View and Transfer Learning

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20:35

Multi-View Learning in the Presence of View Disagreement

C. Mario Christoudias

Jul 30, 2008

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4740 views

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24:01

Multi-View Learning over Structured and Non-Identical Outputs

Kuzman Ganchev

Jul 30, 2008

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3461 views

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25:17

Convex Point Estimation using Undirected Bayesian Transfer Hierarchies

Ben Packer

Jul 30, 2008

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3131 views

Invited talk

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53:23

Concentration Inequalities

Gabor Lugosi

Jul 30, 2008

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6601 views

Reinforcement Learning

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25:31

CORL: A Continuous-state Offset-dynamics Reinforcement Learner

Emma Brunskill

Jul 30, 2008

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3297 views

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21:59

Partitioned Linear Programming Approximations for MDPs

Branislav Kveton

Jul 30, 2008

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3097 views

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27:24

Hierarchical POMDP Controller Optimization by Likelihood Maximization

Marc Toussaint

Jul 30, 2008

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6968 views

Invited talk

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01:00:19

Unsupervised Learning for Natural Language Processing

Dan Klein

Jul 30, 2008

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15480 views

Causality

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23:55

Identifying Dynamic Sequential Plans

George Voutsadakis

Jul 30, 2008

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3054 views

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23:55

Explanation Trees for Causal Bayesian Networks

Jean-Philippe Pellet

Jul 30, 2008

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5824 views

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20:52

Identifying Optimal Sequential Decisions

Vanessa Didelez

Jul 30, 2008

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2887 views

Network Learning

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20:20

Discovering Cyclic Causal Models by Independent Components Analysis

Gustavo Lacerda

Jul 30, 2008

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7919 views

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24:17

Learning the Bayesian Network Structure: Dirichlet Prior versus Data

Harald Steck

Jul 30, 2008

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8365 views

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20:07

Constrained Approximate Maximum Entropy Learning of Markov Random Fields

Varun Ganapathi

Jul 30, 2008

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6820 views