UAI-2004.bib

@inproceedings{2004-UAI-Nachman-Ideal,
  title={"Ideal Parent" Structure Learning for Continuous Variable Networks},
  author={Iftach Nachman and Gal Elidan and Nir Friedman},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p400-nachman.pdf}
}
@inproceedings{2004-UAI-Jin-Bayesian,
  title={A Bayesian Approach toward Active Learning for Collaborative Filtering},
  author={Rong Jin and Luo Si},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p278-jin.pdf}
}
@inproceedings{2004-UAI-Gogate-Complete,
  title={A Complete Anytime Algorithm for Treewidth},
  author={Vibhav Gogate and Rina Dechter},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p201-gogate.pdf}
}
@inproceedings{2004-UAI-Kahn-Generative,
  title={A Generative Bayesian Model for Aggregating Experts' Probabilities},
  author={Joseph Kahn},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p301-kahn.pdf}
}
@inproceedings{2004-UAI-Ravikumar-Hierarchical,
  title={A Hierarchical Graphical Model for Record Linkage},
  author={Pradeep Ravikumar and William Cohen},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p454-ravikumar.pdf}
}
@inproceedings{2004-UAI-Chesnevar-Logic,
  title={A Logic Programming Framework for Possibilistic Argumentation with Vague Knowledge},
  author={Carlos Chesnevar and Guillermo Simari and Teresa Alsinet and Lluis Godo},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p76-chesnevar.pdf}
}
@inproceedings{2004-UAI-Schubert-New,
  title={A New Characterization of Probabilities in Bayesian Networks},
  author={Lenhart Schubert},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p495-schubert.pdf}
}
@inproceedings{2004-UAI-Dubois-Unified,
  title={A Unified framework for order-of-magnitude confidence relations},
  author={Didier Dubois and Helene Fargier},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p138-dubois.pdf}
}
@inproceedings{2004-UAI-Madani-Active,
  title={Active Model Selection},
  author={Omid Madani and Daniel Lizotte and Russell Greiner},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p357-madani.pdf}
}
@inproceedings{2004-UAI-Garcia-Algebraic,
  title={Algebraic Statistics in Model Selection},
  author={Luis Garcia},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p177-garcia.pdf}
}
@inproceedings{2004-UAI-Madsen-Empirical,
  title={An Empirical Evaluation of Possible Variations of Lazy Propagation},
  author={Anders Madsen},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p366-madsen.pdf}
}
@inproceedings{2004-UAI-Lebanon-Extended,
  title={An Extended Cencov-Campbell Characterization of Conditional Information Geometry},
  author={Guy Lebanon},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p341-lebanon.pdf}
}
@inproceedings{2004-UAI-Wellner-Integrated,
  title={An Integrated, Conditional Model of Information Extraction and Coreference with Applications to Citation Matching},
  author={Ben Wellner and Andrew McCallum and Fuchun Peng and Michael Hay},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p593-wellner.pdf}
}
@inproceedings{2004-UAI-Yuan-Annealed,
  title={Annealed MAP},
  author={Changhe Yuan and Tsai-Ching Lu and Marek Druzdzel},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p628-yuan.pdf}
}
@inproceedings{2004-UAI-Buntine-Applying,
  title={Applying Discrete PCA in Data Analysis},
  author={Wray Buntine and Aleks Jakulin},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p59-buntine.pdf}
}
@inproceedings{2004-UAI-Thiesson-Arma,
  title={ARMA Time-Series Modeling with Graphical Models},
  author={Bo Thiesson and David Chickering and David Heckerman and Christopher Meek},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p552-thiesson.pdf}
}
@inproceedings{2004-UAI-Cooper-Bayesian,
  title={Bayesian Biosurveillance of Disease Outbreaks},
  author={Gregory Cooper and Denver Dash and John Levander and Weng-Keen Wong and William Hogan and Michael Wagner},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p94-cooper.pdf}
}
@inproceedings{2004-UAI-Murray-Bayesian,
  title={Bayesian Learning in Undirected Graphical Models: Approximate MCMC algorithms},
  author={Iain Murray and Zoubin Ghahramani},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p392-murray.pdf}
}
@inproceedings{2004-UAI-Greenwald-Bidding,
  title={Bidding under Uncertainty: Theory and Experiments},
  author={Amy Greenwald and Justin Boyan},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p209-greenwald.pdf}
}
@inproceedings{2004-UAI-Shalizi-Blind,
  title={Blind Construction of Optimal Nonlinear Recursive Predictors for Discrete Sequences},
  author={Cosma Shalizi and Kristina Klinkner},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p504-shalizi.pdf}
}
@inproceedings{2004-UAI-McAllester-Case,
  title={Case-Factor Diagrams for Structured Probabilistic Modeling},
  author={David McAllester and Michael Collins and Fernando Pereira},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p382-mcallester.pdf}
}
@inproceedings{2004-UAI-Brafman-Compact,
  title={Compact Value-Function Representations for Qualitative Preferences},
  author={Ronen Brafman and Carmel Domshlak and Tanya Kogan},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p51-brafman.pdf}
}
@inproceedings{2004-UAI-Reeves-Computing,
  title={Computing Best-Response Strategies in Infinite Games of Incomplete Information},
  author={Daniel Reeves and Michael Wellman},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p470-reeves.pdf}
}
@inproceedings{2004-UAI-Bhat-Computing,
  title={Computing Nash Equilibria of Action-Graph Games},
  author={Navin Bhat and Kevin Leyton-Brown},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p35-bhat.pdf}
}
@inproceedings{2004-UAI-Kirshner-Conditional,
  title={Conditional Chow-Liu Tree Structures for Modeling Discrete-Valued Vector Time Series},
  author={Sergey Kirshner and Padhraic Smyth and Andrew Robertson},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p317-kirshner.pdf}
}
@inproceedings{2004-UAI-Wang-Convergence,
  title={Convergence and asymptotic normality of variational Bayesian approximations for exponential family models with missing values},
  author={Bo Wang and D. Titterington},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p577-wang.pdf}
}
@inproceedings{2004-UAI-Mao-Convolutional,
  title={Convolutional Factor Graphs as Probabilistic Models},
  author={Yongyi Mao and Frank Kschischang and Brendan Frey},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p374-mao.pdf}
}
@inproceedings{2004-UAI-Giang-Decision,
  title={Decision Making for Symbolic Probability},
  author={Phan Giang and Sathyakama Sandilya},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p185-giang.pdf}
}
@inproceedings{2004-UAI-Hooper-Dependent,
  title={Dependent Dirichlet Priors and Optimal Linear Estimators for Belief Net Parameters},
  author={Peter Hooper},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p251-hooper.pdf}
}
@inproceedings{2004-UAI-Yu-Discretized,
  title={Discretized Approximations for POMDP with Average Cost},
  author={Huizhen Yu and Dimitri Bertsekas},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p619-yu.pdf}
}
@inproceedings{2004-UAI-Feng-Dynamic,
  title={Dynamic Programming for Structured Continuous Markov Decision Problems},
  author={Zhengzhu Feng and Richard Dearden and Nicolas Meuleau and Richard Washington},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p154-feng.pdf}
}
@inproceedings{2004-UAI-Howard-Dynamical,
  title={Dynamical Systems Trees},
  author={Andrew Howard and Tony Jebara},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p260-howard.pdf}
}
@inproceedings{2004-UAI-Renooij-Evidence,
  title={Evidence-invariant Sensitivity Bounds},
  author={Silja Renooij and Linda van der Gaag},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p479-renooij.pdf}
}
@inproceedings{2004-UAI-Gretton-Exploiting,
  title={Exploiting First-Order Regression in Inductive Policy Selection},
  author={Charles Gretton and Sylvie Thiebaux},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p217-gretton.pdf}
}
@inproceedings{2004-UAI-Altun-Exponential,
  title={Exponential Families for Conditional Random Fields},
  author={Yasemin Altun and Alex Smola and Thomas Hofmann},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p2-altun.pdf}
}
@inproceedings{2004-UAI-Stauffer-Factored,
  title={Factored Latent Analysis for far-field tracking data},
  author={Chris Stauffer},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p536-stauffer.pdf}
}
@inproceedings{2004-UAI-Hamze-Fields,
  title={From Fields to Trees},
  author={Firas Hamze and Nando de Freitas},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p243-hamze.pdf}
}
@inproceedings{2004-UAI-Xing-Graph,
  title={Graph partition strategies for generalized mean field inference},
  author={Eric Xing and Michael Jordan and Stuart Russell},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p602-xing.pdf}
}
@inproceedings{2004-UAI-Smith-Heuristic,
  title={Heuristic Search Value Iteration for POMDPs},
  author={Trey Smith and Reid Simmons},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p520-smith.pdf}
}
@inproceedings{2004-UAI-Cobb-Hybrid,
  title={Hybrid Influence Diagrams Using Mixtures of Truncated Exponentials},
  author={Barry Cobb and Prakash Shenoy},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p85-cobb.pdf}
}
@inproceedings{2004-UAI-Tian-Identifying,
  title={Identifying Conditional Causal Effects},
  author={Jin Tian},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p561-tian.pdf}
}
@inproceedings{2004-UAI-Drton-Iterative,
  title={Iterative Conditional Fitting for Gaussian Ancestral Graph Models},
  author={Mathias Drton and Thomas Richardson},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p130-drton.pdf}
}
@inproceedings{2004-UAI-Jojic-Joint,
  title={Joint discovery of haplotype blocks and complex trait associations from SNP sequences},
  author={Nebojsa Jojic and Vladimir Jojic and David Heckerman},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p286-jojic.pdf}
}
@inproceedings{2004-UAI-Bayer-Zubek-Learning,
  title={Learning Diagnostic Policies from Examples by Systematic Search},
  author={Valentina Bayer-Zubek},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p27-bayer-zubek.pdf}
}
@inproceedings{2004-UAI-Li-Linear,
  title={Linear Contour Learning: A Method for Supervised Dimension Reduction},
  author={Bing Li and Hongyuan Zha and Francesca Chiaromonte},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p349-li.pdf}
}
@inproceedings{2004-UAI-Zitnick-Maximum,
  title={Maximum Entropy for Collaborative Filtering},
  author={Lawrence Zitnick and Takeo Kanade},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p636-zitnick.pdf}
}
@inproceedings{2004-UAI-Ferns-Metrics,
  title={Metrics for Finite Markov Decision Processes},
  author={Norman Ferns and Prakash Panangaden and Doina Precup},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p162-ferns.pdf}
}
@inproceedings{2004-UAI-Dechter-Mixtures,
  title={Mixtures of Deterministic-Probabilistic Networks and their AND/OR Search Space},
  author={Rina Dechter and Robert Mateescu},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p120-dechter.pdf}
}
@inproceedings{2004-UAI-Nielsen-Mob,
  title={MOB-ESP and other Improvements in Probability Estimation},
  author={Rodney Nielsen},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p418-nielsen.pdf}
}
@inproceedings{2004-UAI-Kim-Modeling,
  title={Modeling Waveform Shapes with Random Eects Segmental Hidden Markov Models},
  author={Seyoung Kim and Padhraic Smyth and Stefan Luther},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p309-kim.pdf}
}
@inproceedings{2004-UAI-Gaag-Monotonicity,
  title={Monotonicity in Bayesian Networks},
  author={Linda van der Gaag and Hans Bodlaender and Ad Feelders},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p569-van_der_gaag.pdf}
}
@inproceedings{2004-UAI-Bidyuk-Finding,
  title={On finding minimal w-cutset},
  author={Bozhena Bidyuk and Rina Dechter},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p43-bidyuk.pdf}
}
@inproceedings{2004-UAI-Orlitsky-Modeling,
  title={On Modeling Profiles instead of Values},
  author={Alon Orlitsky and Narayana Santhanam and Krishnamurthy Viswanathan and Junan Zhang},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p426-orlitsky.pdf}
}
@inproceedings{2004-UAI-Welling-Choice,
  title={On the Choice of Regions for Generalized Belief Propagation},
  author={Max Welling},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p585-welling.pdf}
}
@inproceedings{2004-UAI-Gammerman-Line,
  title={On-line Prediction with Kernels and the Complexity Approximation Principle},
  author={Alex Gammerman and Yuri Kalnishkan and Vladimir Vovk},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p170-gammerman.pdf}
}
@inproceedings{2004-UAI-Narasimhan-Pac,
  title={PAC-learning bounded tree-width Graphical Models},
  author={Mukund Narasimhan and Jeff Bilmes},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p410-narasimhan.pdf}
}
@inproceedings{2004-UAI-Kuncheva-Pre,
  title={Pre-Selection of Independent Binary Features: An Application to Diagnosing Scrapie in Sheep},
  author={Ludmila Kuncheva and C. Whitaker and P. Cockcroft and Z. Hoare},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p325-kuncheva.pdf}
}
@inproceedings{2004-UAI-Singh-Predictive,
  title={Predictive State Representations: A New Theory for Modeling Dynamical Systems},
  author={Satinder Singh and Michael James and Matthew Rudary},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p512-singh.pdf}
}
@inproceedings{2004-UAI-Jojic-Probabilistic,
  title={Probabilistic index maps for modeling natural signals},
  author={Nebojsa Jojic and Yaron Caspi and Manuel Reyes-Gomez},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p293-jojic.pdf}
}
@inproceedings{2004-UAI-Cozman-Propositional,
  title={Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitative Probabilistic Assesments},
  author={Fabio Cozman and Cassio de Campos and Jaime Ide and Jose Ferreira da Rocha},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p104-cozman.pdf}
}
@inproceedings{2004-UAI-Anguelov-Recovering,
  title={Recovering Articulated Object Models from 3D Range Data},
  author={Dragomir Anguelov and Daphne Koller and Hoi-Cheung Pang and Praveen Srinivasan and Sebastian Thrun},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p18-anguelov.pdf}
}
@inproceedings{2004-UAI-Feng-Region,
  title={Region-Based Incremental Pruning for POMDPs},
  author={Zhengzhu Feng and Shlomo Zilberstein},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p146-feng.pdf}
}
@inproceedings{2004-UAI-Hyafil-Regret,
  title={Regret Minimizing Equilibria and Mechanisms for Games with Strict Type Uncertainty},
  author={Nathanael Hyafil and Craig Boutilier},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p268-hyafil.pdf}
}
@inproceedings{2004-UAI-Tennenholtz-Reputation,
  title={Reputation Systems: An Axiomatic Approach},
  author={Moshe Tennenholtz},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p544-tennenholtz.pdf}
}
@inproceedings{2004-UAI-Paskin-Robust,
  title={Robust Probabilistic Inference in Distributed Systems},
  author={Mark Paskin and Carlos Guestrin},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p436-paskin.pdf}
}
@inproceedings{2004-UAI-Pearl-Robustness,
  title={Robustness of Causal Claims},
  author={Judea Pearl},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p446-pearl.pdf}
}
@inproceedings{2004-UAI-Kuroki-Selection,
  title={Selection of Identifiability Criteria for Total Effects by using Path Diagrams},
  author={Manabu Kuroki and Zhihong Cai},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p333-kuroki.pdf}
}
@inproceedings{2004-UAI-Chan-Sensitivity,
  title={Sensitivity Analysis in Bayesian Networks: From Single to Multiple Parameters},
  author={Hei Chan and Adnan Darwiche},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p67-chan.pdf}
}
@inproceedings{2004-UAI-Smorodinsky-Sequential,
  title={Sequential Information Elicitation in Multi-Agent Systems},
  author={Rann Smorodinsky and Moshe Tennenholtz},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p528-smorodinsky.pdf}
}
@inproceedings{2004-UAI-Xiong-Similarity,
  title={Similarity-Driven Cluster Merging Method for Unsupervised Fuzzy Clustering},
  author={Xuejian Xiong and Kap Chan and Kian Lee Tan},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p611-xiong.pdf}
}
@inproceedings{2004-UAI-Guestrin-Solving,
  title={Solving Factored MDPs with Continuous and Discrete Variables},
  author={Carlos Guestrin and Milos Hauskrecht and Branislav Kveton},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p235-guestrin.pdf}
}
@inproceedings{2004-UAI-Waal-Stable,
  title={Stable Independance and Complexity of Representation},
  author={Peter de Waal and Linda van der Gaag},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p112-de_waal.pdf}
}
@inproceedings{2004-UAI-Rosen-Zvi-Author,
  title={The Author-Topic Model for Authors and Documents},
  author={Michal Rosen-Zvi and Thomas Griffiths and Mark Steyvers and Padhraic Smyth},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p487-rosen-zvi.pdf}
}
@inproceedings{2004-UAI-Globerson-Minimum,
  title={The Minimum Information Principle for Discriminative Learning},
  author={Amir Globerson and Naftali Tishby},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p193-globerson.pdf}
}
@inproceedings{2004-UAI-Amgoud-Using,
  title={Using arguments for making decisions: A possibilistic logic approach},
  author={Leila Amgoud and Henri Prade},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p10-amgoud.pdf}
}
@inproceedings{2004-UAI-Ravikumar-Variational,
  title={Variational Chernoff Bounds for Graphical Models},
  author={Pradeep Ravikumar and John Lafferty},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p462-ravikumar.pdf}
}
@inproceedings{2004-UAI-Grunwald-Ignorance,
  title={When Ignorance is Bliss},
  author={Peter Grunwald and Joseph Halpern},
  year={2004},
  booktitle={UAI},
  pdflink={https://dslpitt.org/papers/04/p226-grunwald.pdf}
}