17. UAI 2001:
Seattle,
Washington,
USA
Jack S. Breese, Daphne Koller (Eds.):
UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, University of Washington, Seattle, Washington, USA, August 2-5, 2001.
Morgan Kaufmann 2001, ISBN 1-55860-800-1 BibTeX
@proceedings{DBLP:conf/uai/2001,
editor = {Jack S. Breese and
Daphne Koller},
title = {UAI '01: Proceedings of the 17th Conference in Uncertainty in
Artificial Intelligence, University of Washington, Seattle, Washington,
USA, August 2-5, 2001},
booktitle = {UAI},
publisher = {Morgan Kaufmann},
year = {2001},
isbn = {1-55860-800-1},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
- Kannan Achan, Brendan J. Frey, Ralf Koetter:
A Factorized Variational Technique for Phase Unwrapping in Markov Random Field.
1-6
Electronic Edition (link) BibTeX
- Eyal Amir:
Efficient Approximation for Triangulation of Minimum Treewidth.
7-15
Electronic Edition (link) BibTeX
- Nicos Angelopoulos, James Cussens:
Markov Chain Monte Carlo using Tree-Based Priors on Model Structure.
16-23
Electronic Edition (link) BibTeX
- Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade:
Graphical readings of possibilistic logic bases.
24-31
Electronic Edition (link) BibTeX
- Hans L. Bodlaender, Arie M. C. A. Koster, Frank van den Eijkhof, Linda C. van der Gaag:
Pre-processing for Triangulation of Probabilistic Networks.
32-39
Electronic Edition (link) BibTeX
- Blai Bonet:
A Calculus for Causal Relevance.
40-47
Electronic Edition (link) BibTeX
- Blai Bonet:
Instrumentality Tests Revisited.
48-55
Electronic Edition (link) BibTeX
- Craig Boutilier, Fahiem Bacchus, Ronen I. Brafman:
UCP-Networks: A Directed Graphical Representation of Conditional Utilities.
56-64
Electronic Edition (link) BibTeX
- Hei Chan, Adnan Darwiche:
When do Numbers Really Matter?
65-74
Electronic Edition (link) BibTeX
- Jian Cheng, Marek J. Druzdzel:
Confidence Inference in Bayesian Networks.
75-82
Electronic Edition (link) BibTeX
- Tianjiao Chu, Richard Scheines, Peter Spirtes:
Semi-Instrumental Variables: A Test for Instrument Admissibility.
83-90
Electronic Edition (link) BibTeX
- Robert G. Cowell:
Conditions Under Which Conditional Independence and Scoring Methods Lead to Identical Selection of Bayesian Network Models.
91-97
Electronic Edition (link) BibTeX
- David Danks, Clark Glymour:
Linearity Properties of Bayes Nets with Binary Variables.
98-104
Electronic Edition (link) BibTeX
- Gary A. Davis:
Using Bayesian Networks to Identify the Causal Effect of Speeding in Individual Vehicle/Pedestrian Collisions.
105-111
Electronic Edition (link) BibTeX
- Rina Dechter, David Larkin:
Hybrid Processing of Beliefs and Constraints.
112-119
Electronic Edition (link) BibTeX
- Nando de Freitas, Pedro A. d. F. R. Højen-Sørensen, Stuart J. Russell:
Variational MCMC.
120-127
Electronic Edition (link) BibTeX
- Amol Deshpande, Minos N. Garofalakis, Michael I. Jordan:
Efficient Stepwise Selection in Decomposable Models.
128-135
Electronic Edition (link) BibTeX
- Tal El-Hay, Nir Friedman:
Incorporating Expressive Graphical Models in VariationalApproximations: Chain-graphs and Hidden Variables.
136-143
Electronic Edition (link) BibTeX
- Gal Elidan, Nir Friedman:
Learning the Dimensionality of Hidden Variables.
144-151
Electronic Edition (link) BibTeX
- Nir Friedman, Ori Mosenzon, Noam Slonim, Naftali Tishby:
Multivariate Information Bottleneck.
152-161
Electronic Edition (link) BibTeX
- Phan Hong Giang, Prakash P. Shenoy:
A Comparison of Axiomatic Approaches to Qualitative Decision Making Using Possibility Theory.
162-170
Electronic Edition (link) BibTeX
- Steven B. Gillispie, Michael D. Perlman:
Enumerating Markov Equivalence Classes of Acyclic Digraph Models.
171-177
Electronic Edition (link) BibTeX
- Carlos Guestrin, Dirk Ormoneit:
Robust Combination of Local Controllers.
178-185
Electronic Edition (link) BibTeX
- Vu A. Ha, Peter Haddawy, John Miyamoto:
Similarity Measures on Preference Structures, Part II: Utility Functions.
186-193
Electronic Edition (link) BibTeX
- Joseph Y. Halpern, Judea Pearl:
Causes and Explanations: A Structural-Model Approach: Part 1: Causes.
194-202
Electronic Edition (link) BibTeX
- Joseph Y. Halpern, Riccardo Pucella:
A Logic for Reasoning about Upper Probabilities.
203-210
Electronic Edition (link) BibTeX
- Hiromitsu Hattori, Makoto Yokoo, Yuko Sakurai, Toramatsu Shintani:
A Dynamic Programming Model for Determining Bidding Strategies in Sequential Auctions: Quasi-linear Utility and Budget Constraints.
211-218
Electronic Edition (link) BibTeX
- Milos Hauskrecht, Eli Upfal:
A Clustering Approach to Solving Large Stochastic Matching Problems.
219-226
Electronic Edition (link) BibTeX
- Geoffrey E. Hinton, Yee Whye Teh:
Discovering Multiple Constraints that are Frequently Approximately Satisfied.
227-234
Electronic Edition (link) BibTeX
- Eric Horvitz, Yongshao Ruan, Carla P. Gomes, Henry A. Kautz, Bart Selman, David Maxwell Chickering:
A Bayesian Approach to Tackling Hard Computational Problems.
235-244
Electronic Edition (link) BibTeX
- Geoff A. Jarrad:
Estimating Well-Performing Bayesian Networks using Bernoulli Mixtures.
245-252
Electronic Edition (link) BibTeX
- Michael J. Kearns, Michael L. Littman, Satinder P. Singh:
Graphical Models for Game Theory.
253-260
Electronic Edition (link) BibTeX
- Tomás Kocka, Remco R. Bouckaert, Milan Studený:
On characterizing Inclusion of Bayesian Networks.
261-268
Electronic Edition (link) BibTeX
- Tomás Kocka, Robert Castelo:
Improved learning of Bayesian networks.
269-276
Electronic Edition (link) BibTeX
- Petri Kontkanen, Petri Myllymäki, Henry Tirri:
Classifier Learning with Supervised Marginal Likelihood.
277-284
Electronic Edition (link) BibTeX
- Jérôme Lang, Philippe Muller:
Plausible reasoning from spatial observations.
285-292
Electronic Edition (link) BibTeX
- John D. Lafferty, Larry A. Wasserman:
Iterative Markov Chain Monte Carlo Computation of Reference Priors and Minimax Risk.
293-300
Electronic Edition (link) BibTeX
- Kathryn B. Laskey, Suzanne M. Mahoney, Ed Wright:
Hypothesis Management in Situation-Specific Network Construction.
301-309
Electronic Edition (link) BibTeX
- Uri Lerner, Ronald Parr:
Inference in Hybrid Networks: Theoretical Limits and Practical Algorithms.
310-318
Electronic Edition (link) BibTeX
- Uri Lerner, Eran Segal, Daphne Koller:
Exact Inference in Networks with Discrete Children of Continuous Parents.
319-328
Electronic Edition (link) BibTeX
- Thomas Lukasiewicz:
Probabilistic Logic Programming under Inheritance with Overriding.
329-336
Electronic Edition (link) BibTeX
- Anders L. Madsen, Dennis Nilsson:
Solving Influence Diagrams using HUGIN, Shafer-Shenoy and Lazy Propagation.
337-345
Electronic Edition (link) BibTeX
- Dimitris Margaritis, Sebastian Thrun:
A Bayesian Multiresolution Independence Test for Continuous Variables.
346-353
Electronic Edition (link) BibTeX
- Pedrito Maynard-Reid II, Urszula Chajewska:
Aggregating Learned Probabilistic Beliefs.
354-361
Electronic Edition (link) BibTeX
- Thomas P. Minka:
Expectation Propagation for approximate Bayesian inference.
362-369
Electronic Edition (link) BibTeX
- Quaid Morris:
Recognition Networks for Approximate Inference in BN20 Networks.
370-377
Electronic Edition (link) BibTeX
- Kevin P. Murphy, Yair Weiss:
The Factored Frontier Algorithm for Approximate Inference in DBNs.
378-385
Electronic Edition (link) BibTeX
- Ann E. Nicholson, Tal Boneh, Tim A. Wilkin, Kaye Stacey, Liz Sonenberg, Vicki Steinle:
A Case Study in Knowledge Discovery and Elicitation in an Intelligent Tutoring Application.
386-394
Electronic Edition (link) BibTeX
- Dirk Ormoneit, Christiane Lemieux, David J. Fleet:
Lattice Particle Filters.
395-402
Electronic Edition (link) BibTeX
- James D. Park, Adnan Darwiche:
Approximating MAP using Local Search.
403-410
Electronic Edition (link) BibTeX
- Judea Pearl:
Direct and Indirect Effects.
411-420
Electronic Edition (link) BibTeX
- Avi Pfeffer:
Sufficiency, Separability and Temporal Probabilistic Models.
421-428
Electronic Edition (link) BibTeX
- Daniel Pless, George F. Luger:
Toward General Analysis of Recursive Probability Models.
429-436
Electronic Edition (link) BibTeX
- Alexandrin Popescul, Lyle H. Ungar, David M. Pennock, Steve Lawrence:
Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments.
437-444
Electronic Edition (link) BibTeX
- Pascal Poupart, Craig Boutilier:
Vector-space Analysis of Belief-state Approximation for POMDPs.
445-452
Electronic Edition (link) BibTeX
- Pascal Poupart, Luis E. Ortiz, Craig Boutilier:
Value-Directed Sampling Methods for POMDPs.
453-461
Electronic Edition (link) BibTeX
- Christopher Raphael:
A Mixed Graphical Model for Rhythmic Parsing.
462-471
Electronic Edition (link) BibTeX
- Khashayar Rohanimanesh, Sridhar Mahadevan:
Decision-Theoretic Planning with Concurrent Temporally Extended Actions.
472-479
Electronic Edition (link) BibTeX
- Paat Rusmevichientong, Benjamin Van Roy:
A Tractable POMDP for Dynamic Sequencing with Applications to Personalized Internet Content Provision.
480-487
Electronic Edition (link) BibTeX
- Rita Sharma, David Poole:
Symmetric Collaborative Filtering Using the Noisy Sensor Model.
488-495
Electronic Edition (link) BibTeX
- Christian R. Shelton:
Policy Improvement for POMDPs Using Normalized Importance Sampling.
496-503
Electronic Edition (link) BibTeX
- Nathan Srebro:
Maximum Likelihood Bounded Tree-Width Markov Networks.
504-511
Electronic Edition (link) BibTeX
- Jin Tian, Judea Pearl:
Causal Discovery from Changes.
512-521
Electronic Edition (link) BibTeX
- Tim Van Allen, Russell Greiner, Peter Hooper:
Bayesian Error-Bars for Belief Net Inference.
522-529
Electronic Edition (link) BibTeX
- Linda C. van der Gaag, Silja Renooij:
Analysing Sensitivity Data from Probabilistic Networks.
530-537
Electronic Edition (link) BibTeX
- Lex Weaver, Nigel Tao:
The Optimal Reward Baseline for Gradient-Based Reinforcement Learning.
538-545
Electronic Edition (link) BibTeX
- Jacob A. Wegelin, Thomas Richardson:
Cross-covariance modelling via DAGs with hidden variables.
546-553
Electronic Edition (link) BibTeX
- Max Welling, Yee Whye Teh:
Belief Optimization for Binary Networks: A Stable Alternative to Loopy Belief Propagation.
554-561
Electronic Edition (link) BibTeX
- Steve Young:
Statistical Modeling in Continuous Speech Recognition (CSR).
562-571
Electronic Edition (link) BibTeX
- Bo Zhang, Qingsheng Cai, Jianfeng Mao, Baining Guo:
Planning and Acting under Uncertainty: A New Model for Spoken Dialogue System.
572-579
Electronic Edition (link) BibTeX
- Andrew Zimdars, David Maxwell Chickering, Christopher Meek:
Using Temporal Data for Making Recommendations.
580-588
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:44:09 2009
by Michael Ley (ley@uni-trier.de)
