20. UAI 2004:
Banff,
Canada
David Maxwell Chickering, Joseph Y. Halpern (Eds.):
UAI '04, Proceedings of the 20th Conference in Uncertainty in Artificial Intelligence, July 7-11 2004, Banff, Canada.
AUAI Press 2004, ISBN 0-9749039-0-6 BibTeX
- Yasemin Altun, Alexander J. Smola, Thomas Hofmann:
Exponential Families for Conditional Random Fields.
2-9
Electronic Edition (link) BibTeX
- Leila Amgoud, Henri Prade:
Using Arguments for Making Decisions: A Possibilistic Logic Approach.
10-17
Electronic Edition (link) BibTeX
- Dragomir Anguelov, Daphne Koller, Hoi-Cheung Pang, Praveen Srinivasan, Sebastian Thrun:
Recovering Articulated Object Models from 3D Range Data.
18-26
Electronic Edition (link) BibTeX
- Valentina Bayer Zubek:
Learning Diagnostic Policies from Examples by Systematic Search.
27-35
Electronic Edition (link) BibTeX
- Navin A. R. Bhat, Kevin Leyton-Brown:
Computing Nash Equilibria of Action-Graph Games.
35-42
Electronic Edition (link) BibTeX
- Bozhena Bidyuk, Rina Dechter:
On Finding Minimal w-cutset.
43-50
Electronic Edition (link) BibTeX
- Ronen I. Brafman, Carmel Domshlak, Tanya Kogan:
Compact Value-Function Representations for Qualitative Preferences.
51-59
Electronic Edition (link) BibTeX
- Wray L. Buntine, Aleks Jakulin:
Applying Discrete PCA in Data Analysis.
59-66
Electronic Edition (link) BibTeX
- Hei Chan, Adnan Darwiche:
Sensitivity Analysis in Bayesian Networks: From Single to Multiple Parameters.
67-75
Electronic Edition (link) BibTeX
- Carlos Iván Chesñevar, Guillermo Ricardo Simari, Teresa Alsinet, Lluis Godo:
A Logic Programming Framework for Possibilistic Argumentation with Vague Knowledge.
76-84
Electronic Edition (link) BibTeX
- Barry R. Cobb, Prakash P. Shenoy:
Hybrid Influence Diagrams Using Mixtures of Truncated Exponentials.
85-93
Electronic Edition (link) BibTeX
- Gregory F. Cooper, Denver Dash, John Levander, Weng-Keen Wong, William R. Hogan, Michael Wagner:
Bayesian Biosurveillance of Disease Outbreaks.
94-103
Electronic Edition (link) BibTeX
- Fabio Gagliardi Cozman, Cassio Polpo de Campos, Jaime Shinsuke Ide, José Carlos Ferreira da Rocha:
Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitat.
104-111
Electronic Edition (link) BibTeX
- Peter R. de Waal, Linda C. van der Gaag:
Stable Independance and Complexity of Representation.
112-119
Electronic Edition (link) BibTeX
- Rina Dechter, Robert Mateescu:
Mixtures of Deterministic-Probabilistic Networks and their AND/OR Search Space.
120-129
Electronic Edition (link) BibTeX
- Mathias Drton, Thomas S. Richardson:
Iterative Conditional Fitting for Gaussian Ancestral Graph Models.
130-137
Electronic Edition (link) BibTeX
- Didier Dubois, Hélène Fargier:
A Unified framework for Order-of-magnitude Confidence Relations.
138-145
Electronic Edition (link) BibTeX
- Zhengzhu Feng, Shlomo Zilberstein:
Region-Based Incremental Pruning for POMDPs.
146-153
Electronic Edition (link) BibTeX
- Zhengzhu Feng, Richard Dearden, Nicolas Meuleau, Richard Washington:
Dynamic Programming for Structured Continuous Markov Decision Problems.
154-161
Electronic Edition (link) BibTeX
- Norm Ferns, Prakash Panangaden, Doina Precup:
Metrics for Finite Markov Decision Processes.
162-169
Electronic Edition (link) BibTeX
- Alexander Gammerman, Yuri Kalnishkan, Vladimir Vovk:
On-line Prediction with Kernels and the Complexity Approximation Principle.
170-176
Electronic Edition (link) BibTeX
- Luis David Garcia:
Algebraic Statistics in Model Selection.
177-184
Electronic Edition (link) BibTeX
- Phan Hong Giang, Sathyakama Sandilya:
Decision Making for Symbolic Probability.
185-192
Electronic Edition (link) BibTeX
- Amir Globerson, Naftali Tishby:
The Minimum Information Principle for Discriminative Learning.
193-200
Electronic Edition (link) BibTeX
- Vibhav Gogate, Rina Dechter:
A Complete Anytime Algorithm for Treewidth.
201-208
Electronic Edition (link) BibTeX
- Amy R. Greenwald, Justin A. Boyan:
Bidding under Uncertainty: Theory and Experiments.
209-216
Electronic Edition (link) BibTeX
- Charles Gretton, Sylvie Thiébaux:
Exploiting First-Order Regression in Inductive Policy Selection.
217-225
Electronic Edition (link) BibTeX
- Peter Grünwald, Joseph Y. Halpern:
When Ignorance is Bliss.
226-234
Electronic Edition (link) BibTeX
- Carlos Guestrin, Milos Hauskrecht, Branislav Kveton:
Solving Factored MDPs with Continuous and Discrete Variables.
235-242
Electronic Edition (link) BibTeX
- Firas Hamze, Nando de Freitas:
From Fields to Trees.
243-250
Electronic Edition (link) BibTeX
- Peter Hooper:
Dependent Dirichlet Priors and Optimal Linear Estimators for Belief Net Parameters.
251-259
Electronic Edition (link) BibTeX
- Andrew Howard, Tony Jebara:
Dynamical Systems Trees.
260-267
Electronic Edition (link) BibTeX
- Nathanael Hyafil, Craig Boutilier:
Regret Minimizing Equilibria and Mechanisms for Games with Strict Type Uncertainty.
268-277
Electronic Edition (link) BibTeX
- Rong Jin, Luo Si:
A Bayesian Approach toward Active Learning for Collaborative Filtering.
278-285
Electronic Edition (link) BibTeX
- Nebojsa Jojic, Vladimir Jojic, David Heckerman:
Joint Discovery of Haplotype Blocks and Complex Trait Associations from SNP Sequences.
286-292
Electronic Edition (link) BibTeX
- Nebojsa Jojic, Yaron Caspi, Manuel Reyes-Gomez:
Probabilistic Index Maps for Modeling Natural Signals.
293-300
Electronic Edition (link) BibTeX
- Joseph M. Kahn:
A Generative Bayesian Model for Aggregating Experts' Probabilities.
301-308
Electronic Edition (link) BibTeX
- Seyoung Kim, Padhraic Smyth, Stefan Luther:
Modeling Waveform Shapes with Random E ects Segmental Hidden Markov Models.
309-316
Electronic Edition (link) BibTeX
- Sergey Kirshner, Padhraic Smyth, Andrew Robertson:
Conditional Chow-Liu Tree Structures for Modeling Discrete-Valued Vector Time Series.
317-314
Electronic Edition (link) BibTeX
- Ludmila I. Kuncheva, Christopher J. Whitaker, Peter D. Cockcroft, Z. S. J. Hoare:
Pre-Selection of Independent Binary Features: An Application to Diagnosing Scrapie in.
325-332
Electronic Edition (link) BibTeX
- Manabu Kuroki, Zhihong Cai:
Selection of Identifiability Criteria for Total Effects by using Path Diagrams.
333-340
Electronic Edition (link) BibTeX
- Guy Lebanon:
An Extended Cencov-Campbell Characterization of Conditional Information Geometry.
341-345
Electronic Edition (link) BibTeX
- Bing Li, Hongyuan Zha, F. Chiaromonte:
Linear Contour Learning: A Method for Supervised Dimension Reduction.
346-356
Electronic Edition (link) BibTeX
- Omid Madani, Daniel J. Lizotte, Russell Greiner:
Active Model Selection.
357-365
Electronic Edition (link) BibTeX
- Andres Madsen:
An Empirical Evaluation of Possible Variations of Lazy Propagation.
366-373
Electronic Edition (link) BibTeX
- Yongyi Mao, Frank R. Kschischang, Brendan J. Frey:
Convolutional Factor Graphs as Probabilistic Models.
374-381
Electronic Edition (link) BibTeX
- David A. McAllester, Michael Collins, Fernando Pereira:
Case-Factor Diagrams for Structured Probabilistic Modeling.
382-391
Electronic Edition (link) BibTeX
- Iain Murray, Zoubin Ghahramani:
Bayesian Learning in Undirected Graphical Models: Approximate MCMC Algorithms.
392-399
Electronic Edition (link) BibTeX
- Iftach Nachman, Gal Elidan, Nir Friedman:
"Ideal Parent" Structure Learning for Continuous Variable Networks.
400-409
Electronic Edition (link) BibTeX
- Mukund Narasimhan, Jeff A. Bilmes:
PAC-learning Bounded Tree-width Graphical Models.
410-417
Electronic Edition (link) BibTeX
- Rodney Nielsen:
MOB-ESP and other Improvements in Probability Estimation.
418-425
Electronic Edition (link) BibTeX
- Alon Orlitsky, Narayana P. Santhanam, Krishnamurthy Viswanathan, Junan Zhang:
On Modeling Profiles Instead of Values.
426-435
Electronic Edition (link) BibTeX
- Mark A. Paskin, Carlos Guestrin:
Robust Probabilistic Inference in Distributed Systems.
436-445
Electronic Edition (link) BibTeX
- Judea Pearl:
Robustness of Causal Claims.
446-453
Electronic Edition (link) BibTeX
- Pradeep Ravikumar, William W. Cohen:
A Hierarchical Graphical Model for Record Linkage.
454-461
Electronic Edition (link) BibTeX
- Pradeep Ravikumar, John D. Lafferty:
Variational Chernoff Bounds for Graphical Models.
462-469
Electronic Edition (link) BibTeX
- Daniel M. Reeves, Michael P. Wellman:
Computing Best-Response Strategies in Infinite Games of Incomplete Information.
470-478
Electronic Edition (link) BibTeX
- Silja Renooij, Linda C. van der Gaag:
Evidence-invariant Sensitivity Bounds.
479-486
Electronic Edition (link) BibTeX
- Michal Rosen-Zvi, Thomas L. Griffiths, Mark Steyvers, Padhraic Smyth:
The Author-Topic Model for Authors and Documents.
487-494
Electronic Edition (link) BibTeX
- Lenhart K. Schubert:
A New Characterization of Probabilities in Bayesian Networks.
495-503
Electronic Edition (link) BibTeX
- Cosma Rohilla Shalizi, Kristina Lisa Shalizi:
Blind Construction of Optimal Nonlinear Recursive Predictors for Discrete Sequences.
504-511
Electronic Edition (link) BibTeX
- Satinder P. Singh, Michael R. James, Matthew R. Rudary:
Predictive State Representations: A New Theory for Modeling Dynamical Systems.
512-518
Electronic Edition (link) BibTeX
- Huizhen Yu, Dimitri P. Bertsekas:
Discretized Approximations for POMDP with Average Cost.
519
Electronic Edition (link) BibTeX
- Trey Smith, Reid G. Simmons:
Heuristic Search Value Iteration for POMDPs.
520-527
Electronic Edition (link) BibTeX
- Rann Smorodinsky, Moshe Tennenholtz:
Sequential Information Elicitation in Multi-Agent Systems.
528-535
Electronic Edition (link) BibTeX
- Chris Stauffer:
Factored Latent Analysis for far-field Tracking Data.
536-543
Electronic Edition (link) BibTeX
- Moshe Tennenholtz:
Reputation Systems: An Axiomatic Approach.
544-551
Electronic Edition (link) BibTeX
- Bo Thiesson, David Maxwell Chickering, David Heckerman, Christopher Meek:
ARMA Time-Series Modeling with Graphical Models.
552-560
Electronic Edition (link) BibTeX
- Jin Tian:
Identifying Conditional Causal Effects.
561-568
Electronic Edition (link) BibTeX
- Linda C. van der Gaag, Hans L. Bodlaender, A. J. Feelders:
Monotonicity in Bayesian Networks.
569-576
Electronic Edition (link) BibTeX
- Bo Wang, D. M. Titterington:
Convergence and Asymptotic Normality of Variational Bayesian Approximations for Expon.
577-584
Electronic Edition (link) BibTeX
- Max Welling:
On the Choice of Regions for Generalized Belief Propagation.
585-592
Electronic Edition (link) BibTeX
- Ben Wellner, Andrew McCallum, Fuchun Peng, Michael Hay:
An Integrated, Conditional Model of Information Extraction and Coreference with Appli.
593-601
Electronic Edition (link) BibTeX
- Eric P. Xing, Michael I. Jordan:
Graph Partition Strategies for Generalized Mean Field Inference.
602-610
Electronic Edition (link) BibTeX
- Xuejian Xiong, Kap Luk Chan:
Similarity-Driven Cluster Merging Method for Unsupervised Fuzzy Clustering.
611-627
Electronic Edition (link) BibTeX
- Changhe Yuan, Tsai-Ching Lu, Marek J. Druzdzel:
Annealed MAP.
628-635
Electronic Edition (link) BibTeX
- C. Lawrence Zitnick, Takeo Kanade:
Maximum Entropy for Collaborative Filtering.
636-
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:44:08 2009
by Michael Ley (ley@uni-trier.de)
