Conferences in DBLP
David Allen , Adnan Darwiche New Advances in Inference by Recursive Conditioning. [Citation Graph (0, 0)][DBLP ] Conf ] David Azari , Eric Horvitz , Susan T. Dumais , Eric Brill Web-Based Question Answering: A Decision-Making Perspective. [Citation Graph (0, 0)][DBLP ] Conf ] Fahiem Bacchus , Shannon Dalmao , Toniann Pitassi Value Elimination: Bayesian Interence via Backtracking Search. [Citation Graph (0, 0)][DBLP ] Conf ] Salem Benferhat , Sylvain Lagrue , Odile Papini A possibilistic handling of partially ordered information. [Citation Graph (0, 0)][DBLP ] Conf ] Bozhena Bidyuk , Rina Dechter An Empirical Study of w-Cutset Sampling for Bayesian Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Jeff A. Bilmes , Chris Bartels On Triangulating Dynamic Graphical Models. [Citation Graph (0, 0)][DBLP ] Conf ] Christopher M. Bishop , Markus Svensén Bayesian Hierarchical Mixtures of Experts. [Citation Graph (0, 0)][DBLP ] Conf ] Andrea Bobbio , Stefania Montani , Luigi Portinale Parametric Dependability Analysis through Probabilistic Horn Abduction. [Citation Graph (0, 0)][DBLP ] Conf ] Janneke H. Bolt , Silja Renooij , Linda C. van der Gaag Upgrading Ambiguous Signs in QPNs. [Citation Graph (0, 0)][DBLP ] Conf ] Richard Booth , Eva Richter On revising fuzzy belief bases. [Citation Graph (0, 0)][DBLP ] Conf ] Craig Boutilier , Rajarshi Das , Jeffrey O. Kephart , Gerald Tesauro , William E. Walsh Cooperative Negotiation in Autonomic Systems using Incremental Utility Elicitation. [Citation Graph (0, 0)][DBLP ] Conf ] Craig Boutilier , Richard S. Zemel , Benjamin Marlin Active Collaborative Filtering. [Citation Graph (0, 0)][DBLP ] Conf ] Hei Chan , Adnan Darwiche Reasoning about Bayesian Network Classifiers. [Citation Graph (0, 0)][DBLP ] Conf ] Sanjay Chaudhuri , Thomas Richardson Using the structure of d-connecting paths as a qualitative measure of the strength of dependence. [Citation Graph (0, 0)][DBLP ] Conf ] David Maxwell Chickering , Christopher Meek , David Heckerman Large-Sample Learning of Bayesian Networks is NP-Hard. [Citation Graph (0, 0)][DBLP ] Conf ] Darya Chudova , Scott Gaffney , Padhraic Smyth Probabilistic Models For Joint Clustering And Time-Warping Of Multidimensional Curves. [Citation Graph (0, 0)][DBLP ] Conf ] Gert De Cooman , Marco Zaffalon Updating with incomplete observations. [Citation Graph (0, 0)][DBLP ] Conf ] Adrian Corduneanu , Tommi Jaakkola On Information Regularization. [Citation Graph (0, 0)][DBLP ] Conf ] Christopher Crick , Avi Pfeffer Loopy Belief Propagation as a Basis for Communication in Sensor Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Denver Dash , Marek J. Druzdzel Robust Independence Testing for Constraint-Based Learning of Causal Structure. [Citation Graph (0, 0)][DBLP ] Conf ] Rina Dechter , Robert Mateescu A Simple Insight into Iterative Belief Propagation's Success. [Citation Graph (0, 0)][DBLP ] Conf ] Mathias Drton , Thomas S. Richardson A New Algorithm for Maximum Likelihood Estimation in Gaussian Graphical Models for Marginal Independence. [Citation Graph (0, 0)][DBLP ] Conf ] Thomas Eiter , Thomas Lukasiewicz Probabilistic Reasoning about Actions in Nonmonotonic Causal Theories. [Citation Graph (0, 0)][DBLP ] Conf ] Gal Elidan , Nir Friedman The Information Bottleneck EM Algorithm. [Citation Graph (0, 0)][DBLP ] Conf ] Zhengzhu Feng , Eric A. Hansen , Shlomo Zilberstein Symbolic Generalization for On-line Planning. [Citation Graph (0, 0)][DBLP ] Conf ] José Carlos Ferreira da Rocha , Fabio Gagliardi Cozman , Cassio Polpo de Campos Inference in Polytrees with Sets of Probabilities. [Citation Graph (0, 0)][DBLP ] Conf ] Alberto Finzi , Thomas Lukasiewicz Structure-Based Causes and Explanations in the Independent Choice Logic. [Citation Graph (0, 0)][DBLP ] Conf ] M. Julia Flores , José A. Gámez , Kristian G. Olesen Incremental compilation of Bayesian networks. [Citation Graph (0, 0)][DBLP ] Conf ] Ari Frank , Dan Geiger , Zohar Yakhini A Distance-Based Branch and Bound Feature Selection Algorithm. [Citation Graph (0, 0)][DBLP ] Conf ] Eibe Frank , Mark Hall , Bernhard Pfahringer Locally Weighted Naive Bayes. [Citation Graph (0, 0)][DBLP ] Conf ] Brendan J. Frey Extending Factor Graphs so as to Unify Directed and Undirected Graphical Models. [Citation Graph (0, 0)][DBLP ] Conf ] Yong Gao Phase Transition of Tractability in Constraint Satisfaction and Bayesian Network Inference. [Citation Graph (0, 0)][DBLP ] Conf ] Phan Hong Giang , Prakash P. Shenoy Decision Making with Partially Consonant Belief Functions. [Citation Graph (0, 0)][DBLP ] Conf ] Amir Globerson , Gal Chechik , Naftali Tishby Sufficient Dimensionality Reduction with Irrelevance Statistics. [Citation Graph (0, 0)][DBLP ] Conf ] Charles Gretton , David Price , Sylvie Thiébaux Implementation and Comparison of Solution Methods for Decision Processes with Non-Markovian Rewards. [Citation Graph (0, 0)][DBLP ] Conf ] Joseph Y. Halpern , Riccardo Pucella A Logic for Reasoning about Evidence. [Citation Graph (0, 0)][DBLP ] Conf ] Milos Hauskrecht , Tomás Singliar Monte-Carlo optimizations for resource allocation problems in stochastic network systems. [Citation Graph (0, 0)][DBLP ] Conf ] Tom Heskes , Kees Albers , Bert Kappen Approximate Inference and Constrained Optimization. [Citation Graph (0, 0)][DBLP ] Conf ] Mark Hopkins Layerwidth: Analysis of a New Metric for Directed Acyclic Graphs. [Citation Graph (0, 0)][DBLP ] Conf ] Rong Jin , Luo Si , ChengXiang Zhai Preference-based Graphic Models for Collaborative Filtering. [Citation Graph (0, 0)][DBLP ] Conf ] Shyong K. Lam , David M. Pennock , Dan Cosley , Steve Lawrence 1 Billion Pages = 1 Million Dollars? Mining the Web to Play "Who Wants to be a Millionaire?". [Citation Graph (0, 0)][DBLP ] Conf ] David Larkin Approximate Decomposition: A Method for Bounding and Estimating Probabilistic and Deterministic Queries. [Citation Graph (0, 0)][DBLP ] Conf ] Gregory Lawrence , Noah J. Cowan , Stuart J. Russell Efficient Gradient Estimation for Motor Control Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Guy Lebanon Learning Riemannian Metrics. [Citation Graph (0, 0)][DBLP ] Conf ] Liping Liu , Catherine Shenoy , Prakash P. Shenoy A Linear Belief Function Approach to Portfolio Evaluation. [Citation Graph (0, 0)][DBLP ] Conf ] Daniel J. Lizotte , Omid Madani , Russell Greiner Budgeted Learning of Naive-Bayes Classifiers. [Citation Graph (0, 0)][DBLP ] Conf ] Fletcher Lu , Dale Schuurmans Monte Carlo Matrix Inversion Policy Evaluation. [Citation Graph (0, 0)][DBLP ] Conf ] Radu Marinescu , Kalev Kask , Rina Dechter Systematic vs. Non-systematic Algorithms for Solving the MPE Task. [Citation Graph (0, 0)][DBLP ] Conf ] Andrew McCallum Efficiently Inducing Features of Conditional Random Fields. [Citation Graph (0, 0)][DBLP ] Conf ] Christopher Meek , David Maxwell Chickering Practically Perfect. [Citation Graph (0, 0)][DBLP ] Conf ] Nicolas Meuleau , David E. Smith Optimal Limited Contingency Planning. [Citation Graph (0, 0)][DBLP ] Conf ] Francisco Mugica , Àngela Nebot , Pilar Gómez Dealing with Uncertainty in Fuzzy Inductive Reasoning Methodology. [Citation Graph (0, 0)][DBLP ] Conf ] Jens D. Nielsen , Tomás Kocka , José Manuel Peña On Local Optima in Learning Bayesian Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Daniel Nikovski , Matthew Brand Marginalizing Out Future Passengers in Group Elevator Control. [Citation Graph (0, 0)][DBLP ] Conf ] Uri Nodelman , Christian R. Shelton , Daphne Koller Learning Continuous Time Bayesian Networks. [Citation Graph (0, 0)][DBLP ] Conf ] James D. Park , Adnan Darwiche Solving MAP Exactly using Systematic Search. [Citation Graph (0, 0)][DBLP ] Conf ] Patrice Perny , Olivier Spanjaard An Axiomatic Approach to Robustness in Search Problems with Multiple Scenarios. [Citation Graph (0, 0)][DBLP ] Conf ] Joelle Pineau , Geoffrey J. Gordon , Sebastian Thrun Policy-contingent abstraction for robust robot control. [Citation Graph (0, 0)][DBLP ] Conf ] Rómer Rosales , Brendan J. Frey Learning Generative Models of Similarity Matrices. [Citation Graph (0, 0)][DBLP ] Conf ] Matthew Rosencrantz , Geoffrey J. Gordon , Sebastian Thrun Decentralized Sensor Fusion with Distributed Particle Filters. [Citation Graph (0, 0)][DBLP ] Conf ] Dmitry Rusakov , Dan Geiger Automated Analytic Asymptotic Evaluation of the Marginal Likelihood for Latent Models. [Citation Graph (0, 0)][DBLP ] Conf ] Ruslan Salakhutdinov , Sam T. Roweis , Zoubin Ghahramani On the Convergence of Bound Optimization Algorithms. [Citation Graph (0, 0)][DBLP ] Conf ] Vítor Santos Costa , David Page , Maleeha Qazi , James Cussens CLP(BN): Constraint Logic Programming for Probabilistic Knowledge. [Citation Graph (0, 0)][DBLP ] Conf ] Eran Segal , Dana Pe'er , Aviv Regev , Daphne Koller , Nir Friedman Learning Module Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Rita Sharma , David Poole Efficient Inference in Large Discrete Domains. [Citation Graph (0, 0)][DBLP ] Conf ] Ricardo Bezerra de Andrade e Silva , Richard Scheines , Clark Glymour , Peter Spirtes Learning Measurement Models for Unobserved Variables. [Citation Graph (0, 0)][DBLP ] Conf ] Benjamin Stewart , Jonathan Ko , Dieter Fox , Kurt Konolige The Revisiting Problem in Mobile Robot Map Building: A Hierarchical Bayesian Approach. [Citation Graph (0, 0)][DBLP ] Conf ] Amos J. Storkey , Nigel C. Hambly , Christopher K. I. Williams , Robert G. Mann Renewal Strings for Cleaning Astronomical Databases. [Citation Graph (0, 0)][DBLP ] Conf ] Shaojun Wang , Dale Schuurmans , Fuchun Peng , Yunxin Zhao Boltzmann Machine Learning with the Latent Maximum Entropy Principle. [Citation Graph (0, 0)][DBLP ] Conf ] Max Welling , Richard S. Zemel , Geoffrey E. Hinton Efficient Parametric Projection Pursuit Density Estimation. [Citation Graph (0, 0)][DBLP ] Conf ] Eric P. Xing , Michael I. Jordan , Stuart J. Russell A generalized mean field algorithm for variational inference in exponential families. [Citation Graph (0, 0)][DBLP ] Conf ] Keisuke Yamazaki , Sumio Watanabe Stochastic Complexity of Bayesian Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Chen-Hsiang Yeang , Martin Szummer Markov Random Walk Representations with Continuous Distributions. [Citation Graph (0, 0)][DBLP ] Conf ] Joel Young , Thomas Dean Exploiting Locality in Searching the Web. [Citation Graph (0, 0)][DBLP ] Conf ] Kai Yu , Anton Schwaighofer , Volker Tresp , Wei-Ying Ma , HongJiang Zhang Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes. [Citation Graph (0, 0)][DBLP ] Conf ] Changhe Yuan , Marek J. Druzdzel An Importance Sampling Algorithm Based on Evidence Pre-propagation. [Citation Graph (0, 0)][DBLP ] Conf ] Jiji Zhang , Peter Spirtes Strong Faithfulness and Uniform Consistency in Causal Inference. [Citation Graph (0, 0)][DBLP ] Conf ] 