Conferences in DBLP
Kannan Achan , Brendan J. Frey , Ralf Koetter A Factorized Variational Technique for Phase Unwrapping in Markov Random Field. [Citation Graph (0, 0)][DBLP ] Conf ] Eyal Amir Efficient Approximation for Triangulation of Minimum Treewidth. [Citation Graph (0, 0)][DBLP ] Conf ] Nicos Angelopoulos , James Cussens Markov Chain Monte Carlo using Tree-Based Priors on Model Structure. [Citation Graph (0, 0)][DBLP ] Conf ] Salem Benferhat , Didier Dubois , Souhila Kaci , Henri Prade Graphical readings of possibilistic logic bases. [Citation Graph (0, 0)][DBLP ] Conf ] Hans L. Bodlaender , Arie M. C. A. Koster , Frank van den Eijkhof , Linda C. van der Gaag Pre-processing for Triangulation of Probabilistic Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Blai Bonet A Calculus for Causal Relevance. [Citation Graph (0, 0)][DBLP ] Conf ] Blai Bonet Instrumentality Tests Revisited. [Citation Graph (0, 0)][DBLP ] Conf ] Craig Boutilier , Fahiem Bacchus , Ronen I. Brafman UCP-Networks: A Directed Graphical Representation of Conditional Utilities. [Citation Graph (0, 0)][DBLP ] Conf ] Hei Chan , Adnan Darwiche When do Numbers Really Matter? [Citation Graph (0, 0)][DBLP ] Conf ] Jian Cheng , Marek J. Druzdzel Confidence Inference in Bayesian Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Tianjiao Chu , Richard Scheines , Peter Spirtes Semi-Instrumental Variables: A Test for Instrument Admissibility. [Citation Graph (0, 0)][DBLP ] Conf ] Robert G. Cowell Conditions Under Which Conditional Independence and Scoring Methods Lead to Identical Selection of Bayesian Network Models. [Citation Graph (0, 0)][DBLP ] Conf ] David Danks , Clark Glymour Linearity Properties of Bayes Nets with Binary Variables. [Citation Graph (0, 0)][DBLP ] Conf ] Gary A. Davis Using Bayesian Networks to Identify the Causal Effect of Speeding in Individual Vehicle/Pedestrian Collisions. [Citation Graph (0, 0)][DBLP ] Conf ] Rina Dechter , David Larkin Hybrid Processing of Beliefs and Constraints. [Citation Graph (0, 0)][DBLP ] Conf ] Nando de Freitas , Pedro A. d. F. R. Højen-Sørensen , Stuart J. Russell Variational MCMC. [Citation Graph (0, 0)][DBLP ] Conf ] Amol Deshpande , Minos N. Garofalakis , Michael I. Jordan Efficient Stepwise Selection in Decomposable Models. [Citation Graph (0, 0)][DBLP ] Conf ] Tal El-Hay , Nir Friedman Incorporating Expressive Graphical Models in VariationalApproximations: Chain-graphs and Hidden Variables. [Citation Graph (0, 0)][DBLP ] Conf ] Gal Elidan , Nir Friedman Learning the Dimensionality of Hidden Variables. [Citation Graph (0, 0)][DBLP ] Conf ] Nir Friedman , Ori Mosenzon , Noam Slonim , Naftali Tishby Multivariate Information Bottleneck. [Citation Graph (0, 0)][DBLP ] Conf ] Phan Hong Giang , Prakash P. Shenoy A Comparison of Axiomatic Approaches to Qualitative Decision Making Using Possibility Theory. [Citation Graph (0, 0)][DBLP ] Conf ] Steven B. Gillispie , Michael D. Perlman Enumerating Markov Equivalence Classes of Acyclic Digraph Models. [Citation Graph (0, 0)][DBLP ] Conf ] Carlos Guestrin , Dirk Ormoneit Robust Combination of Local Controllers. [Citation Graph (0, 0)][DBLP ] Conf ] Vu A. Ha , Peter Haddawy , John Miyamoto Similarity Measures on Preference Structures, Part II: Utility Functions. [Citation Graph (0, 0)][DBLP ] Conf ] Joseph Y. Halpern , Judea Pearl Causes and Explanations: A Structural-Model Approach: Part 1: Causes. [Citation Graph (0, 0)][DBLP ] Conf ] Joseph Y. Halpern , Riccardo Pucella A Logic for Reasoning about Upper Probabilities. [Citation Graph (0, 0)][DBLP ] Conf ] Hiromitsu Hattori , Makoto Yokoo , Yuko Sakurai , Toramatsu Shintani A Dynamic Programming Model for Determining Bidding Strategies in Sequential Auctions: Quasi-linear Utility and Budget Constraints. [Citation Graph (0, 0)][DBLP ] Conf ] Milos Hauskrecht , Eli Upfal A Clustering Approach to Solving Large Stochastic Matching Problems. [Citation Graph (0, 0)][DBLP ] Conf ] Geoffrey E. Hinton , Yee Whye Teh Discovering Multiple Constraints that are Frequently Approximately Satisfied. [Citation Graph (0, 0)][DBLP ] Conf ] Eric Horvitz , Yongshao Ruan , Carla P. Gomes , Henry A. Kautz , Bart Selman , David Maxwell Chickering A Bayesian Approach to Tackling Hard Computational Problems. [Citation Graph (0, 0)][DBLP ] Conf ] Geoff A. Jarrad Estimating Well-Performing Bayesian Networks using Bernoulli Mixtures. [Citation Graph (0, 0)][DBLP ] Conf ] Michael J. Kearns , Michael L. Littman , Satinder P. Singh Graphical Models for Game Theory. [Citation Graph (0, 0)][DBLP ] Conf ] Tomás Kocka , Remco R. Bouckaert , Milan Studený On characterizing Inclusion of Bayesian Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Tomás Kocka , Robert Castelo Improved learning of Bayesian networks. [Citation Graph (0, 0)][DBLP ] Conf ] Petri Kontkanen , Petri Myllymäki , Henry Tirri Classifier Learning with Supervised Marginal Likelihood. [Citation Graph (0, 0)][DBLP ] Conf ] Jérôme Lang , Philippe Muller Plausible reasoning from spatial observations. [Citation Graph (0, 0)][DBLP ] Conf ] John D. Lafferty , Larry A. Wasserman Iterative Markov Chain Monte Carlo Computation of Reference Priors and Minimax Risk. [Citation Graph (0, 0)][DBLP ] Conf ] Kathryn B. Laskey , Suzanne M. Mahoney , Ed Wright Hypothesis Management in Situation-Specific Network Construction. [Citation Graph (0, 0)][DBLP ] Conf ] Uri Lerner , Ronald Parr Inference in Hybrid Networks: Theoretical Limits and Practical Algorithms. [Citation Graph (0, 0)][DBLP ] Conf ] Uri Lerner , Eran Segal , Daphne Koller Exact Inference in Networks with Discrete Children of Continuous Parents. [Citation Graph (0, 0)][DBLP ] Conf ] Thomas Lukasiewicz Probabilistic Logic Programming under Inheritance with Overriding. [Citation Graph (0, 0)][DBLP ] Conf ] Anders L. Madsen , Dennis Nilsson Solving Influence Diagrams using HUGIN, Shafer-Shenoy and Lazy Propagation. [Citation Graph (0, 0)][DBLP ] Conf ] Dimitris Margaritis , Sebastian Thrun A Bayesian Multiresolution Independence Test for Continuous Variables. [Citation Graph (0, 0)][DBLP ] Conf ] Pedrito Maynard-Reid II , Urszula Chajewska Aggregating Learned Probabilistic Beliefs. [Citation Graph (0, 0)][DBLP ] Conf ] Thomas P. Minka Expectation Propagation for approximate Bayesian inference. [Citation Graph (0, 0)][DBLP ] Conf ] Quaid Morris Recognition Networks for Approximate Inference in BN20 Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Kevin P. Murphy , Yair Weiss The Factored Frontier Algorithm for Approximate Inference in DBNs. [Citation Graph (0, 0)][DBLP ] Conf ] Ann E. Nicholson , Tal Boneh , Tim A. Wilkin , Kaye Stacey , Liz Sonenberg , Vicki Steinle A Case Study in Knowledge Discovery and Elicitation in an Intelligent Tutoring Application. [Citation Graph (0, 0)][DBLP ] Conf ] Dirk Ormoneit , Christiane Lemieux , David J. Fleet Lattice Particle Filters. [Citation Graph (0, 0)][DBLP ] Conf ] James D. Park , Adnan Darwiche Approximating MAP using Local Search. [Citation Graph (0, 0)][DBLP ] Conf ] Judea Pearl Direct and Indirect Effects. [Citation Graph (0, 0)][DBLP ] Conf ] Avi Pfeffer Sufficiency, Separability and Temporal Probabilistic Models. [Citation Graph (0, 0)][DBLP ] Conf ] Daniel Pless , George F. Luger Toward General Analysis of Recursive Probability Models. [Citation Graph (0, 0)][DBLP ] Conf ] Alexandrin Popescul , Lyle H. Ungar , David M. Pennock , Steve Lawrence Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments. [Citation Graph (0, 0)][DBLP ] Conf ] Pascal Poupart , Craig Boutilier Vector-space Analysis of Belief-state Approximation for POMDPs. [Citation Graph (0, 0)][DBLP ] Conf ] Pascal Poupart , Luis E. Ortiz , Craig Boutilier Value-Directed Sampling Methods for POMDPs. [Citation Graph (0, 0)][DBLP ] Conf ] Christopher Raphael A Mixed Graphical Model for Rhythmic Parsing. [Citation Graph (0, 0)][DBLP ] Conf ] Khashayar Rohanimanesh , Sridhar Mahadevan Decision-Theoretic Planning with Concurrent Temporally Extended Actions. [Citation Graph (0, 0)][DBLP ] Conf ] Paat Rusmevichientong , Benjamin Van Roy A Tractable POMDP for Dynamic Sequencing with Applications to Personalized Internet Content Provision. [Citation Graph (0, 0)][DBLP ] Conf ] Rita Sharma , David Poole Symmetric Collaborative Filtering Using the Noisy Sensor Model. [Citation Graph (0, 0)][DBLP ] Conf ] Christian R. Shelton Policy Improvement for POMDPs Using Normalized Importance Sampling. [Citation Graph (0, 0)][DBLP ] Conf ] Nathan Srebro Maximum Likelihood Bounded Tree-Width Markov Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Jin Tian , Judea Pearl Causal Discovery from Changes. [Citation Graph (0, 0)][DBLP ] Conf ] Tim Van Allen , Russell Greiner , Peter Hooper Bayesian Error-Bars for Belief Net Inference. [Citation Graph (0, 0)][DBLP ] Conf ] Linda C. van der Gaag , Silja Renooij Analysing Sensitivity Data from Probabilistic Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Lex Weaver , Nigel Tao The Optimal Reward Baseline for Gradient-Based Reinforcement Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Jacob A. Wegelin , Thomas Richardson Cross-covariance modelling via DAGs with hidden variables. [Citation Graph (0, 0)][DBLP ] Conf ] Max Welling , Yee Whye Teh Belief Optimization for Binary Networks: A Stable Alternative to Loopy Belief Propagation. [Citation Graph (0, 0)][DBLP ] Conf ] Steve Young Statistical Modeling in Continuous Speech Recognition (CSR). [Citation Graph (0, 0)][DBLP ] Conf ] Bo Zhang , Qingsheng Cai , Jianfeng Mao , Baining Guo Planning and Acting under Uncertainty: A New Model for Spoken Dialogue System. [Citation Graph (0, 0)][DBLP ] Conf ] Andrew Zimdars , David Maxwell Chickering , Christopher Meek Using Temporal Data for Making Recommendations. [Citation Graph (0, 0)][DBLP ] Conf ] 