Conferences in DBLP
Vikash K. Mansinghka , Charles Kemp , Thomas L. Griffiths , Joshua B. Tenenbaum Structured Priors for Structure Learning. [Citation Graph (0, 0)][DBLP ] Conf ] Iain Murray , Zoubin Ghahramani , David MacKay MCMC for Doubly-intractable Distributions. [Citation Graph (0, 0)][DBLP ] Conf ] Brian Milch , Stuart J. Russell General-Purpose MCMC Inference over Relational Structures. [Citation Graph (0, 0)][DBLP ] Conf ] Guobiao Mei , Peter Russo Visualization of Collaborative Data. [Citation Graph (0, 0)][DBLP ] Conf ] Bhaskara Marthi , Stuart J. Russell , David Andre A Compact, Hierarchical Q-function Decomposition. [Citation Graph (0, 0)][DBLP ] Conf ] Subramani Mani , Gregory F. Cooper , Peter Spirtes A Theoretical Study of Y Structures for Causal Discovery. [Citation Graph (0, 0)][DBLP ] Conf ] Andres Madsen Belief Update in CLG Bayesian Networks With Lazy Propagation. [Citation Graph (0, 0)][DBLP ] Conf ] Michael L. Littman , Nishkam Ravi , Arjun Talwar , Martin Zinkevich An Efficient Optimal-Equilibrium Algorithm for Two-player Game Trees. [Citation Graph (0, 0)][DBLP ] Conf ] Dongryeol Lee , Alexander G. Gray Faster Gaussian Summation: Theory and Experiment. [Citation Graph (0, 0)][DBLP ] Conf ] Guy Lebanon Sequential Document Representations and Simplicial Curves. [Citation Graph (0, 0)][DBLP ] Conf ] John Langford , Roberto Oliveira , Bianca Zadrozny Predicting Conditional Quantiles via Reduction to Classification. [Citation Graph (0, 0)][DBLP ] Conf ] Changsung Kang , Jin Tian Inequality Constraints in Causal Models with Hidden Variables. [Citation Graph (0, 0)][DBLP ] Conf ] Yimin Huang , Marco Valtorta Pearl's Calculus of Intervention Is Complete. [Citation Graph (0, 0)][DBLP ] Conf ] Yuhong Guo , Dale Schuurmans Convex Structure Learning for Bayesian Networks: Polynomial Feature Selection and Approximate Ordering. [Citation Graph (0, 0)][DBLP ] Conf ] Phan Hong Giang A New Axiomatization for Likelihood Gambles. [Citation Graph (0, 0)][DBLP ] Conf ] Norm Ferns , Pablo Samuel Castro , Doina Precup , Prakash Panangaden Methods for Computing State Similarity in Markov Decision Processes. [Citation Graph (0, 0)][DBLP ] Conf ] José M. Peña , Roland Nilsson , Johan Björkegren , Jesper Tegnér Identifying the Relevant Nodes Without Learning the Model. [Citation Graph (0, 0)][DBLP ] Conf ] Avi Pfeffer Approximate Separability for Weak Interaction in Dynamic Systems. [Citation Graph (0, 0)][DBLP ] Conf ] Zhihua Zhang , Michael I. Jordan Bayesian Multicategory Support Vector Machines. [Citation Graph (0, 0)][DBLP ] Conf ] Zhao Xu , Volker Tresp , Kai Yu , Hans-Peter Kriegel Infinite Hidden Relational Models. [Citation Graph (0, 0)][DBLP ] Conf ] Wim Wiegerinck , Bart van den Broek , Bert Kappen Stochastic Optimal Control in Continuous Space-Time Multi-Agent Systems. [Citation Graph (0, 0)][DBLP ] Conf ] Paul Weng Axiomatic Foundations for a Class of Generalized Expected Utility: Algebraic Expected Utility. [Citation Graph (0, 0)][DBLP ] Conf ] Max Welling , Sridevi Parise Bayesian Random Fields: The Bethe-Laplace Approximation. [Citation Graph (0, 0)][DBLP ] Conf ] Manfred K. Warmuth , Dima Kuzmin A Bayesian Probability Calculus for Density Matrices. [Citation Graph (0, 0)][DBLP ] Conf ] Manfred K. Warmuth A Bayesian Probability Calculus for Density Matrices. [Citation Graph (0, 0)][DBLP ] Conf ] Amar Subramanya , Alvin Raj , Jeff A. Bilmes , Dieter Fox Recognizing Activities and Spatial Context Using Wearable Sensors. [Citation Graph (0, 0)][DBLP ] Conf ] Harald Steck Ranking by Dependence - A Fair Criteria. [Citation Graph (0, 0)][DBLP ] Conf ] David Stavens , Sebastian Thrun A Self-Supervised Terrain Roughness Estimator for Off-Road Autonomous Driving. [Citation Graph (0, 0)][DBLP ] Conf ] Tomi Silander , Petri Myllymäki A Simple Approach for Finding the Globally Optimal Bayesian Network Structure. [Citation Graph (0, 0)][DBLP ] Conf ] Ilya Shpitser , Judea Pearl Identification of Conditional Interventional Distributions. [Citation Graph (0, 0)][DBLP ] Conf ] Prakash P. Shenoy Inference in Hybrid Bayesian Networks Using Mixtures of Gaussians. [Citation Graph (0, 0)][DBLP ] Conf ] Monika Schaeffer , Ronald Parr Efficient Selection of Disambiguating Actions for Stereo Vision. [Citation Graph (0, 0)][DBLP ] Conf ] Joseph Ramsey , Jiji Zhang , Peter Spirtes Adjacency-Faithfulness and Conservative Causal Inference. [Citation Graph (0, 0)][DBLP ] Conf ] Gal Elidan , Ian McGraw , Daphne Koller Residual Belief Propagation: Informed Scheduling for Asynchronous Message Passing. [Citation Graph (0, 0)][DBLP ] Conf ] Tal El-Hay , Nir Friedman , Daphne Koller , Raz Kupferman Continuous Time Markov Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Vanessa Didelez , A. Philip Dawid , Sara Geneletti Direct and Indirect Effects of Sequential Treatments. [Citation Graph (0, 0)][DBLP ] Conf ] Bozhena Bidyuk , Rina Dechter Cutset Sampling with Likelihood Weighting. [Citation Graph (0, 0)][DBLP ] Conf ] Edward Snelson , Zoubin Ghahramani Variable Noise and Dimensionality Reduction for Sparse Gaussian processes. [Citation Graph (0, 0)][DBLP ] Conf ] Ian R. Porteous , Alex Ihter , Padhraic Smyth , Max Welling Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation. [Citation Graph (0, 0)][DBLP ] Conf ] Kathryn B. Laskey , Ning Xu , Chun-Hung Chen Propagation of Delays in the National Airspace System. [Citation Graph (0, 0)][DBLP ] Conf ] Cédric Pralet , Thomas Schiex , Gérard Verfaillie From Influence Diagrams to Multi-operator Cluster DAGs. [Citation Graph (0, 0)][DBLP ] Conf ] Frank Wood , Thomas L. Griffiths , Zoubin Ghahramani A Non-Parametric Bayesian Method for Inferring Hidden Causes. [Citation Graph (0, 0)][DBLP ] Conf ] Alexander L. Strehl , Lihong Li , Michael L. Littman Incremental Model-based Learners With Formal Learning-Time Guarantees. [Citation Graph (0, 0)][DBLP ] Conf ] Koby Crammer , Amir Globerson Discriminative Learning via Semidefinite Probabilistic Models. [Citation Graph (0, 0)][DBLP ] Conf ] Nir Friedman , Raz Kupferman Dimension Reduction in Singularly Perturbed Continuous-Time Bayesian Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Michael Eichler Fitting Graphical Interaction Models to Multivariate Time Series. [Citation Graph (0, 0)][DBLP ] Conf ] Chris Bartels , Jeff A. Bilmes Non-Minimal Triangulations for Mixed Stochastic/Deterministic Graphical Models. [Citation Graph (0, 0)][DBLP ] Conf ] Ricardo Silva , Zoubin Ghahramani Bayesian Inference for Gaussian Mixed Graph Models. [Citation Graph (0, 0)][DBLP ] Conf ] Manfred Jaeger The AI&M Procedure for Learning from Incomplete Data. [Citation Graph (0, 0)][DBLP ] Conf ] Carlos Brito , Judea Pearl Graphical Condition for Identification in recursive SEM. [Citation Graph (0, 0)][DBLP ] Conf ] Mikko Koivisto Advances in Exact Bayesian Structure Discovery in Bayesian Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Scott Sanner , Craig Boutilier Practical Linear Value-approximation Techniques for First-order MDPs. [Citation Graph (0, 0)][DBLP ] Conf ] Seunghwan Lee Reasoning about Uncertainty in Metric Spaces. [Citation Graph (0, 0)][DBLP ] Conf ] Vanessa Didelez Asymmetric Separation for Local Independence Graphs. [Citation Graph (0, 0)][DBLP ] Conf ] Thomas Degris , Olivier Sigaud , Pierre-Henri Wuillemin Chi-square Tests Driven Method for Learning the Structure of Factored MDPs. [Citation Graph (0, 0)][DBLP ] Conf ] Sanjoy Dasgupta , Daniel Hsu , Nakul Verma A Concentration Theorem for Projections. [Citation Graph (0, 0)][DBLP ] Conf ] Varsha Dani , Omid Madani , David M. Pennock , Sumit K. Sanghai , Brian Galebach An Empirical Comparison of Algorithms for Aggregating Expert Predictions. [Citation Graph (0, 0)][DBLP ] Conf ] Arthur Choi , Adnan Darwiche A Variational Approach for Approximating Bayesian Networks by Edge Deletion. [Citation Graph (0, 0)][DBLP ] Conf ] Theodore Charitos , Linda C. van der Gaag Sensitivity Analysis for Threshold Decision Making with Dynamic Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Hei Chan , Adnan Darwiche On the Robustness of Most Probable Explanations. [Citation Graph (0, 0)][DBLP ] Conf ] Ruggiero Cavallo , David C. Parkes , Satinder P. Singh Optimal Coordinated Planning Amongst Self-Interested Agents with Private State. [Citation Graph (0, 0)][DBLP ] Conf ] Yaxin Bi , Jiwen Guan An Efficient Triplet-based Algorithm for Evidential Reasoning. [Citation Graph (0, 0)][DBLP ] Conf ] Matthew J. Beal , Praveen Krishnamurthy Gene Expression Time Course Clustering with Countably Infinite Hidden Markov Models. [Citation Graph (0, 0)][DBLP ] Conf ] Itai Ashlagi , Moshe Tennenholtz , Dov Monderer Robust Learning Equilibrium. [Citation Graph (0, 0)][DBLP ] Conf ] Chalee Asavathiratham Linear Algebra Approach to Separable Bayesian Networks. [Citation Graph (0, 0)][DBLP ] Conf ] Or Zuk , Shiri Margel , Eytan Domany On the Number of Samples Needed to Learn the Correct Structure of a Bayesian Network. [Citation Graph (0, 0)][DBLP ] Conf ] Manabu Kuroki , Zhihong Cai Stratified Analysis of 'Probabilities of Causation'. [Citation Graph (0, 0)][DBLP ] Conf ] Inmar Givoni , Vincent Cheung , Brendan J. Frey Matrix Tile Analysis. [Citation Graph (0, 0)][DBLP ] Conf ] Robert G. Cowell , Steffen L. Lauritzen , Julia Mortera MAIES: A Tool for DNA Mixture Analysis. [Citation Graph (0, 0)][DBLP ] Conf ] 