Bayesian structure learning using dynamic programming and MCMC

20 June 2012

Papers citing "Bayesian structure learning using dynamic programming and MCMC"

11 / 11 papers shown

Title
Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network T. Deleu Mizu Nishikawa-Toomey Jithendaraa Subramanian Nikolay Malkin Laurent Charlin Yoshua Bengio BDL 30 43 0 30 May 2023
Diagnose Like a Radiologist: Hybrid Neuro-Probabilistic Reasoning for Attribute-Based Medical Image Diagnosis Gangming Zhao Quanlong Feng Chaoqi Chen Zhen Zhou Yizhou Yu 32 31 0 19 Aug 2022
Bayesian Structure Learning with Generative Flow Networks T. Deleu António Góis Chris C. Emezue M. Rankawat Simon Lacoste-Julien Stefan Bauer Yoshua Bengio BDL 43 143 0 28 Feb 2022
A survey of Bayesian Network structure learning N. K. Kitson Anthony C. Constantinou Zhi-gao Guo Yang Liu Kiattikun Chobtham CML 24 182 0 23 Sep 2021
Learning Neural Causal Models from Unknown Interventions Nan Rosemary Ke O. Bilaniuk Anirudh Goyal Stefan Bauer Hugo Larochelle Bernhard Schölkopf Michael C. Mozer C. Pal Yoshua Bengio CML OOD 35 168 0 02 Oct 2019
DAG-GNN: DAG Structure Learning with Graph Neural Networks Yue Yu Jie Chen Tian Gao Mo Yu BDL CML GNN 16 476 0 22 Apr 2019
Efficient Sampling and Structure Learning of Bayesian Networks Jack Kuipers Polina Suter G. Moffa TPM CML 21 69 0 21 Mar 2018
Evaluating Causal Models by Comparing Interventional Distributions Dan Garant David D. Jensen CML 11 11 0 16 Aug 2016
Model-Based Bayesian Reinforcement Learning in Large Structured Domains Stéphane Ross Joelle Pineau BDL 49 63 0 13 Jun 2012
Computing Posterior Probabilities of Structural Features in Bayesian Networks Jin Tian Ru He UQCV TPM 57 40 0 09 May 2012
Bayesian Model Averaging Using the k-best Bayesian Network Structures Jin Tian Ru He Lavanya Ram BDL CML 45 43 0 15 Mar 2012