| 3:30 |
Poster Session I |
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A Tractable Probabilistic Model for Projection Pursuit
Max Welling, Richard Zemel, Geoffrey Hinton |
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A New Algorithm for Maximum Likelihood Estimation in Gaussian Graphical Models for Marginal Independence
Mathias Drton, Thomas Richardson |
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Stochastic complexity of Bayesian networks
Keisuke Yamazaki, Sumio Watanabe |
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On Local Optima in Learning Bayesian Networks
Jens Dalgaard Nielsen, Tomas Kocka, Jose Manuel Peņa |
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A Distance-Based Branch and Bound Feature Selection Algorithm
Ari Frank, Dan Geiger, Zohar Yakhini |
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Decision Making with Partially Consonant Belief Functions
Phan H. Giang, Prakash Shenoy |
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Robust Independence Testing for Constraint-Based Learning of Causal Structure
Denver Dash, Marek Druzdzel |
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CLP(BN): Constraint Logic Programming for Probabilistic Knowledge
Santos Costa Vitor, David Page, James Cussens, Maleeha Qazi
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Efficient Inference in Large Discrete Domains
Rita Sharma, David Poole |
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Solving MAP Exactly using Systematic Search
James Park, Adnan Darwiche |
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Dealing with uncertainty in fuzzy inductive reasoning methodology
Francisco Mugica, Angela Nebot, Pilar Gomez |
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LAYERWIDTH: Analysis of a New Metric for Directed Acyclic Graphs
Mark Hopkins |
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Strong Faithfulness and Uniform Consistency in Causal Inference
Jiji Zhang, Peter Spirtes |
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Locally Weighted Naive Bayes
Eibe Frank, Mark Hall, Bernhard Pfahringer |
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Phase Transition of Tractability in Constraint Satisfaction and Bayesian Network Inference
Yong Gao |
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On the Convergence of Bound Optimization Algorithms
Ruslan Salakhutdinov, Sam Roweis, Zoubin Ghahramani |
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Structure-Based Causes and Explanations in the Independent Choice Logic
Alberto Finzi, Thomas Lukasiewicz |
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Automated Analytic Asymptotic Evaluation of the Marginal Likelihood for Latent Models
Dmitry Rusakov, Dan Geiger |
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An Axiomatic Approach to Robustness in Search Problems with Multiple Scenarios
Patrice Perny, Olivier Spanjaard |
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Learning Riemannian Metrics
Guy Lebanon |
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Exploiting Locality in Searching the Web
Joel Young, Thomas Dean |
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Preference-based Graphic Models for Collaborative Filtering
Rong Jin, Luo Si, Chengxiang Zhai |
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Monte Carlo Matrix Inversion Policy Evaluation
Fletcher Lu, Dale Schuurmans |
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Bayesian Hierarchical Mixtures of Experts
Markus Svensen, Christopher Bishop |
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Toward a possibilistic handling of partially ordered information
Sylvain Lagrue, Salem Benferhat, Odile Papini |
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Incremental Compilation of Bayesian networks
Julia Flores, Jose Gamez, Kristian G. Olesen |