UAI-2000.bib

@inproceedings{2000-UAI-Cooper-Bayesian,
  title={A Bayesian Method for Causal Modeling and Discovery Under Selection},
  author={Gregory Cooper},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p98-cooper.pdf}
}
@inproceedings{2000-UAI-Tian-Branch,
  title={A Branch-and-Bound Algorithm for MDL Learning Bayesian Networks},
  author={Jin Tian},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p580-tian.pdf}
}
@inproceedings{2000-UAI-Alsinet-Complete,
  title={A Complete Calculus for Possibilistic Logic Programming with Fuzzy Propositional Variables},
  author={Teresa Alsinet and Lluis Godo},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p1-alsinet.pdf}
}
@inproceedings{2000-UAI-Chickering-Decision,
  title={A Decision Theoretic Approach to Targeted Advertising},
  author={David Chickering and David Heckerman},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p82-chickering.pdf}
}
@inproceedings{2000-UAI-Darwiche-Differential,
  title={A Differential Approach to Inference in Bayesian Networks},
  author={Adnan Darwiche},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p123-darwiche.pdf}
}
@inproceedings{2000-UAI-Skaanning-Knowledge,
  title={A Knowledge Acquisition Tool for Bayesian-Network Troubleshooters},
  author={Claus Skaanning},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p549-skaanning.pdf}
}
@inproceedings{2000-UAI-Benferhat-Principled,
  title={A Principled Analysis of Merging Operations in Possibilistic Logic},
  author={Salem Benferhat and Didier Dubois and Souhila Kaci and Henri Prade},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p24-benferhat.pdf}
}
@inproceedings{2000-UAI-Giang-Qualitative,
  title={A Qualitative Linear Utility Theory for Spohn's Theory of Epistemic Beliefs},
  author={Phan Giang and Prakash Shenoy},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p220-giang.pdf}
}
@inproceedings{2000-UAI-Dasgupta-Two,
  title={A Two-round Variant of EM for Gaussian Mixtures},
  author={Sanjoy Dasgupta and Leonard Schulman},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p152-dasgupta.pdf}
}
@inproceedings{2000-UAI-Ortiz-Adaptive,
  title={Adaptive Importance Sampling for Estimation in Structured Domains},
  author={Luis Ortiz and Leslie Kaelbling},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p446-ortiz.pdf}
}
@inproceedings{2000-UAI-Teow-Uncertainty,
  title={An Uncertainty Framework for Classification},
  author={Loo-Nin Teow and Kia-Fock Loe},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p574-teow.pdf}
}
@inproceedings{2000-UAI-Darwiche-Any,
  title={Any-Space Probabilistic Inference},
  author={Adnan Darwiche},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p133-darwiche.pdf}
}
@inproceedings{2000-UAI-Boutilier-Approximately,
  title={Approximately Optimal Monitoring of Plan Preconditions},
  author={Craig Boutilier},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p54-boutilier.pdf}
}
@inproceedings{2000-UAI-Coetzee-Bayesian,
  title={Bayesian Classification and Feature Selection from Finite Data Sets},
  author={Frans Coetzee and Steve Lawrence and C. Giles},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p89-coetzee.pdf}
}
@inproceedings{2000-UAI-Friedman-Being,
  title={Being Bayesian about Network Structure},
  author={Nir Friedman and Daphne Koller},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p201-friedman.pdf}
}
@inproceedings{2000-UAI-Gorniak-Building,
  title={Building a Stochastic Dynamic Model of Application Use},
  author={Peter Gorniak and David Poole},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p230-gorniak.pdf}
}
@inproceedings{2000-UAI-Lu-Causal,
  title={Causal Mechanism-based Model Construction},
  author={Tsai-Ching Lu and Marek Druzdzel and Tze-Yun Leong},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p353-lu.pdf}
}
@inproceedings{2000-UAI-Pennock-Collaborative,
  title={Collaborative Filtering by Personality Diagnosis: A Hybrid Memory- and Model-Based Approach},
  author={David Pennock and Eric Horvitz and Steve Lawrence and C. Giles},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p473-pennock.pdf}
}
@inproceedings{2000-UAI-Larrañaga-Combinatorial,
  title={Combinatorial Optimization by Learning and Simulation of Bayesian Networks},
  author={Pedro Larrañaga and Ramon Etxeberria and Jose Lozano and Jose Pena},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p343-larranaga.pdf}
}
@inproceedings{2000-UAI-Sebban-Combining,
  title={Combining Feature and Prototype Pruning by Uncertainty Minimization},
  author={Marc Sebban and Richard Nock},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p533-sebban.pdf}
}
@inproceedings{2000-UAI-Pennock-Compact,
  title={Compact Securities Markets for Pareto Optimal Reallocation of Risk},
  author={David Pennock and Michael Wellman},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p481-pennock.pdf}
}
@inproceedings{2000-UAI-Cheng-Computational,
  title={Computational Investigation of Low-Discrepancy Sequences in Simulation Algorithms for Bayesian Networks},
  author={Jian Cheng and Marek Druzdzel},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p72-cheng.pdf}
}
@inproceedings{2000-UAI-Vejnarova-Conditional,
  title={Conditional Independence and Markov Properties in Possibility Theory},
  author={Jirina Vejnarova},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p609-vejnarova.pdf}
}
@inproceedings{2000-UAI-Halpern-Conditional,
  title={Conditional Plausibility Measures and Bayesian Networks},
  author={Joseph Halpern},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p247-halpern.pdf}
}
@inproceedings{2000-UAI-Paek-Conversation,
  title={Conversation as Action Under Uncertainty},
  author={Tim Paek and Eric Horvitz},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p455-paek.pdf}
}
@inproceedings{2000-UAI-Lukasiewicz-Credal,
  title={Credal Networks under Maximum Entropy},
  author={Thomas Lukasiewicz},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p363-lukasiewicz.pdf}
}
@inproceedings{2000-UAI-Heckerman-Dependency,
  title={Dependency Networks for Collaborative Filtering and Data Visualization},
  author={David Heckerman and David Chickering and Christopher Meek and Robert Rounthwaite and Carl Kadie},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p264-heckerman.pdf}
}
@inproceedings{2000-UAI-Bilmes-Dynamic,
  title={Dynamic Bayesian Multinets},
  author={Jeff Bilmes},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p38-bilmes.pdf}
}
@inproceedings{2000-UAI-Storkey-Dynamic,
  title={Dynamic Trees: A Structured Variational Method Giving Efficient Propagation Rules},
  author={Amos Storkey},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p566-storkey.pdf}
}
@inproceedings{2000-UAI-Nilsson-Evaluating,
  title={Evaluating Influence Diagrams using LIMIDs},
  author={Dennis Nilsson and Steffen Lauritzen},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p436-nilsson.pdf}
}
@inproceedings{2000-UAI-Dasgupta-Experiments,
  title={Experiments with Random Projection},
  author={Sanjoy Dasgupta},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p143-dasgupta.pdf}
}
@inproceedings{2000-UAI-Wittig-Exploiting,
  title={Exploiting Qualitative Knowledge in the Learning of Conditional Probabilities of Bayesian Networks},
  author={Frank Wittig and Anthony Jameson},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p644-wittig.pdf}
}
@inproceedings{2000-UAI-Kearns-Fast,
  title={Fast Planning in Stochastic Games},
  author={Michael Kearns and Yishay Mansour and Satinder Singh},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p309-kearns.pdf}
}
@inproceedings{2000-UAI-Jebara-Feature,
  title={Feature Selection and Dualities in Maximum Entropy Discrimination},
  author={Tony Jebara and Tommi Jaakkola},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p291-jebara.pdf}
}
@inproceedings{2000-UAI-Mura-Game,
  title={Game Networks},
  author={Pierfrancesco La Mura},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p335-la_mura.pdf}
}
@inproceedings{2000-UAI-Friedman-Gaussian,
  title={Gaussian Process Networks},
  author={Nir Friedman and Iftach Nachman},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p211-friedman.pdf}
}
@inproceedings{2000-UAI-Harvey-Inference,
  title={Inference for Belief Networks Using Coupling From the Past},
  author={Michael Harvey and Radford Neal},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p256-harvey.pdf}
}
@inproceedings{2000-UAI-Frey-Learning,
  title={Learning Graphical Models of Images, Videos and Their Spatial Transformations},
  author={Brendan Frey and Nebojsa Jojic},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p184-frey.pdf}
}
@inproceedings{2000-UAI-Peshkin-Learning,
  title={Learning to Cooperate via Policy Search},
  author={Leonid Peshkin and Kee-Eung Kim and Nicolas Meuleau and Leslie Kaelbling},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p489-peshkin.pdf}
}
@inproceedings{2000-UAI-Friedman-Likelihood,
  title={Likelihood Computations Using Value Abstractions},
  author={Nir Friedman and Dan Geiger and Noam Lotner},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p192-friedman.pdf}
}
@inproceedings{2000-UAI-Kjærulff-Making,
  title={Making Sensitivity Analysis Computationally Efficient},
  author={Uffe Kjærulff and Linda van der Gaag},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p317-kjaerulff.pdf}
}
@inproceedings{2000-UAI-Jirousek-Marginalization,
  title={Marginalization in Composed Probabilistic Models},
  author={Radim Jirousek},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p301-jirousek.pdf}
}
@inproceedings{2000-UAI-Grunwald-Maximum,
  title={Maximum Entropy and the Glasses You Are Looking Through},
  author={Peter Grunwald},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p238-grunwald.pdf}
}
@inproceedings{2000-UAI-Davidson-Minimum,
  title={Minimum Message Length Clustering Using Gibbs Sampling},
  author={Ian Davidson},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p160-davidson.pdf}
}
@inproceedings{2000-UAI-Davies-Mix,
  title={Mix-nets: Factored Mixtures of Gaussians in Bayesian Networks With Mixed Continuous And Discrete Variables},
  author={Scott Davies and Andrew Moore},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p168-davies.pdf}
}
@inproceedings{2000-UAI-Williamson-Model,
  title={Model Criticism of Bayesian Networks with Latent Variables},
  author={David Williamson and Russell Almond and Robert Mislevy},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p634-williamson.pdf}
}
@inproceedings{2000-UAI-Vaithyanathan-Model,
  title={Model-Based Hierarchical Clustering},
  author={Shivakumar Vaithyanathan and Byron Dom},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p599-vaithyanathan.pdf}
}
@inproceedings{2000-UAI-Schuurmans-Monte,
  title={Monte Carlo Inference via Greedy Importance Sampling},
  author={Dale Schuurmans and Finnegan Southey},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p523-schuurmans.pdf}
}
@inproceedings{2000-UAI-Singh-Nash,
  title={Nash Convergence of Gradient Dynamics in Iterated General-Sum Games},
  author={Satinder Singh and Michael Kearns and Yishay Mansour},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p541-singh.pdf}
}
@inproceedings{2000-UAI-Steck-Use,
  title={On the Use of Skeletons when Learning in Bayesian Networks},
  author={Harald Steck},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p558-steck.pdf}
}
@inproceedings{2000-UAI-Ng-Pegasus,
  title={PEGASUS: A Policy Search Method for Large MDPs and POMDPs},
  author={Andrew Ng and Michael Jordan},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p406-ng.pdf}
}
@inproceedings{2000-UAI-Becker-Perfect,
  title={Perfect Tree-Like Markovian Distributions},
  author={Ann Becker and Dan Geiger and Christopher Meek},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p19-becker.pdf}
}
@inproceedings{2000-UAI-Renooij-Pivotal,
  title={Pivotal Pruning of Trade-offs in QPNs},
  author={Silja Renooij and Linda van der Gaag and Simon Parsons and Shaw Green},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p515-renooij.pdf}
}
@inproceedings{2000-UAI-Koller-Policy,
  title={Policy Iteration for Factored MDPs},
  author={Daphne Koller and Ron Parr},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p326-koller.pdf}
}
@inproceedings{2000-UAI-Horsch-Probabilistic,
  title={Probabilistic Arc Consistency: A Connection between Constraint Reasoning and Probabilistic Reasoning},
  author={Michael Horsch and Bill Havens},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p282-horsch.pdf}
}
@inproceedings{2000-UAI-Milch-Probabilistic,
  title={Probabilistic Models for Agents' Beliefs and Decisions},
  author={Brian Milch and Daphne Koller},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p389-milch.pdf}
}
@inproceedings{2000-UAI-Pavlov-Probabilistic,
  title={Probabilistic Models for Query Approximation with Large Sparse Binary Datasets},
  author={Dmitry Pavlov and Heikki Mannila and Padhraic Smyth},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p465-pavlov.pdf}
}
@inproceedings{2000-UAI-Pynadath-Probabilistic,
  title={Probabilistic State-Dependent Grammars for Plan Recognition},
  author={David Pynadath and Michael Wellman},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p507-pynadath.pdf}
}
@inproceedings{2000-UAI-Tian-Probabilities,
  title={Probabilities of Causation: Bounds and Identification},
  author={Jin Tian and Judea Pearl},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p589-tian.pdf}
}
@inproceedings{2000-UAI-Doucet-Rao,
  title={Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks},
  author={Arnaud Doucet and Nando de Freitas and Kevin Murphy and Stuart Russell},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p176-doucet.pdf}
}
@inproceedings{2000-UAI-Nielsen-Representing,
  title={Representing and Solving Asymmetric Bayesian Decision Problems},
  author={Thomas Nielsen and Finn Jensen},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p416-nielsen.pdf}
}
@inproceedings{2000-UAI-Andrieu-Reversible,
  title={Reversible Jump MCMC Simulated Annealing for Neural Networks},
  author={Christophe Andrieu and Nando de Freitas and Arnaud Doucet},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p11-andrieu.pdf}
}
@inproceedings{2000-UAI-McBurney-Risk,
  title={Risk Agoras: Dialectical Argumentation for Scientific Reasoning},
  author={Peter McBurney and Simon Parsons},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p371-mcburney.pdf}
}
@inproceedings{2000-UAI-Cozman-Separation,
  title={Separation Properties of Sets of Probability Measures},
  author={Fabio Cozman},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p107-cozman.pdf}
}
@inproceedings{2000-UAI-Cussens-Stochastic,
  title={Stochastic Logic Programs: Sampling, Inference and Applications},
  author={James Cussens},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p115-cussens.pdf}
}
@inproceedings{2000-UAI-Moore-Anchors,
  title={The Anchors Hierachy: Using the triangle inequality to survive high dimensional data},
  author={Andrew Moore},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p397-moore.pdf}
}
@inproceedings{2000-UAI-Bernstein-Complexity,
  title={The Complexity of Decentralized Control of Markov Decision Processes},
  author={Daniel Bernstein and Shlomo Zilberstein and Neil Immerman},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p32-bernstein.pdf}
}
@inproceedings{2000-UAI-Meila-Tractable,
  title={Tractable Bayesian Learning of Tree Belief Networks},
  author={Marina Meila and Tommi Jaakkola},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p380-meila.pdf}
}
@inproceedings{2000-UAI-Wang-User,
  title={User Interface Tools for Navigation in Conditional Probability Tables and Elicitation of Probabilities in Bayesian Networks},
  author={Haiqin Wang and Marek Druzdzel},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p617-wang.pdf}
}
@inproceedings{2000-UAI-Nielsen-Using,
  title={Using ROBDDs for Inference in Bayesian Networks with Troubleshooting as an Example},
  author={Thomas Nielsen and Pierre-Henri Wuillemin and Finn Jensen and Uffe Kjærulff},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p426-nielsen.pdf}
}
@inproceedings{2000-UAI-Chajewska-Utilities,
  title={Utilities as Random Variables: Density Estimation and Structure Discovery},
  author={Urszula Chajewska and Daphne Koller},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p63-chajewska.pdf}
}
@inproceedings{2000-UAI-Poupart-Value,
  title={Value-Directed Belief State Approximation for POMDPs},
  author={Pascal Poupart and Craig Boutilier},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p497-poupart.pdf}
}
@inproceedings{2000-UAI-Wiegerinck-Variational,
  title={Variational Approximations between Mean Field Theory and the Junction Tree Algorithm},
  author={Wim Wiegerinck},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p626-wiegerinck.pdf}
}
@inproceedings{2000-UAI-Bishop-Variational,
  title={Variational Relevance Vector Machines},
  author={Christopher Bishop and Michael Tipping},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p46-bishop.pdf}
}
@inproceedings{2000-UAI-Hojsgaard-Yggdrasil,
  title={YGGDRASIL - A Statistical Package for Learning Split Models},
  author={Soren Hojsgaard},
  year={2000},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/00/p274-hojsgaard.pdf}
}