| 3:00 |
Poster Session II |
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Probabilistic Reasoning about Actions in Nonmonotonic Causal Theories
Thomas Eiter, Thomas Lukasiewicz |
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Parametric Dependability Analysis through Probabilistic Horn Abduction
Luigi Portinale, Andrea Bobbio, Stefania Montani |
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New Advances in Inference by Recursive Conditioning
David Allen, Adnan Darwiche |
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Updating with incomplete observations
Gert De Cooman, Marco Zaffalon |
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An Importance Sampling Algorithm Based on Evidence Pre-propagation
Changhe Yuan, Marek Druzdzel |
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Boltzmann Machine Learning with the Latent Maximum Entropy Principle
Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao
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Inference in Polytrees with Sets of Probabilities
José Carlos Rocha, Fabio Cozman |
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Reasoning about Bayesian Network Classifiers
Hei Chan, Adnan Darwiche |
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Using the structure of d-connecting paths as a qualitative measure of the strength of dependence
Sanjay Chaudhuri, Thomas Richardson |
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Active Collaborative Filtering
Craig Boutilier, Richard Zemel, Benjamin Marlin |
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Learning Generative Models of Similarity Matrices
Romer Rosales, Brendan Frey |
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Symbolic Generalization for On-line Planning
Zhengzhu Feng, Eric Hansen, Shlomo Zilberstein |
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Factor Graphs: A Unification of Directed and Undirected Graphical Models
Brendan Frey |
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Sufficient Dimensionality Reduction with Side Information
Amir Globerson, Gal Chechik, Naftali Tishby |
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Markov Random Walk Representations with Continuous Distributions
Chen-Hsiang Yeang, Martin Szummer |
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Monte-Carlo optimizations for resource allocation problems in stochastic networks
Milos Hauskrecht, Tomas Singliar |
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Systematic vs. Non-systematic Algorithms for Solving the MPE Task
Radu Marinescu, Kalev Kask, Rina Dechter |
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Probabilistic models for joint clustering and time-warping of multidimensional curves
Darya Chudova, Scott Gaffney, Padhraic Smyth |
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Practically Perfect
Christopher Meek, Max Chickering |
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Optimal Limited Contingency Planning
Nicolas Meuleau, David Smith |
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Learning Measurement Models for Unobserved Variables
Ricardo Silva, Richard Scheines, Clark Glymour, Peter
Spirtes |
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Budgeted Learning, Part II: The Naive-Bayes Case
Daniel Lizotte, omid madani, Russell Greiner |
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Value Elimination: Bayesian Inference via Backtracking Search
Fahiem Bacchus, Shannon Dalmao, Toniann Pitassi |
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A Simple Insight into Properties of Iterative Belief Propagation
Rina Dechter, Robert Mateescu |
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A Decision Making Perspective on Web Question Answering
David Azari, Eric Horvitz, Susan Dumais, Eric Brill |
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On Triangulating Dynamic Graphical Models
Jeff Bilmes, Chris Bartels |