conftrace_

bayesian network

378 papers

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Also known as

BNS BN

Co-occurring keywords

structure learning (341) graphical model (864) probabilistic graphical model (226) causal inference (1630) probabilistic modeling (852) directed acyclic graph (245) probabilistic inference (312) causal discovery (460) conditional independence (113) bayesian network structure learning (18)

Papers

A Study of Approximate Inference in Probabilistic Relational Models ACML 2010
MAP Estimation for Graphical Models by Likelihood Maximization NIPS 2010
Bayesian structure discovery in Bayesian networks with less space AISTATS 2010
Optimal Search on Clustered Structural Constraint for Learning Bayesian Network Structure JMLR 2010
Learning Bayesian Network Structure using LP Relaxations AISTATS 2010
Exploiting Within-Clique Factorizations in Junction-Tree Algorithms AISTATS 2010
Evaluation of Rarity of Fingerprints in Forensics NIPS 2010
libDAI: A Free and Open Source C++ Library for Discrete Approximate Inference in Graphical Models JMLR 2010
Adaptive Multi-Task Lasso: with Application to eQTL Detection NIPS 2010
Python Environment for Bayesian Learning: Inferring the Structure of Bayesian Networks from Knowledge and Data JMLR 2009
Bayesian Network Structure Learning by Recursive Autonomy Identification JMLR 2009
Improving the Reliability of Causal Discovery from Small Data Sets Using Argumentation JMLR 2009
Strong Limit Theorems for the Bayesian Scoring Criterion in Bayesian Networks JMLR 2009
Dlib-ml: A Machine Learning Toolkit JMLR 2009
Learning Bounded Treewidth Bayesian Networks JMLR 2008
HPB: A Model for Handling BN Nodes with High Cardinality Parents JMLR 2008
Structural Learning of Chain Graphs via Decomposition JMLR 2008
Using Markov Blankets for Causal Structure Learning JMLR 2008
Adaptive Body Scheme Models for Robust Robotic Manipulation RSS 2008
Finding Optimal Bayesian Network Given a Super-Structure JMLR 2008
Causal Reasoning with Ancestral Graphs JMLR 2008
Learning Bounded Treewidth Bayesian Networks NIPS 2008
Non-stationary dynamic Bayesian networks NIPS 2008
Bayesian Network Score Approximation using a Metagraph Kernel NIPS 2008
A Recursive Method for Structural Learning of Directed Acyclic Graphs JMLR 2008