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