conftrace_

probabilistic graphical model

226 papers

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Also known as

PGM

Co-occurring keywords

graphical model (864) bayesian network (378) bayesian inference (1907) variational inference (2069) approximate inference (253) probabilistic modeling (852) structure learning (341) markov random field (303) belief propagation (177) probabilistic inference (312)

Papers

Stochastic Optimal Control as Approximate Input Inference CORL 2019
Markov Logic Networks for Knowledge Base Completion: A Theoretical Analysis Under the MCAR Assumption UAI 2019
Classification of Moral Foundations in Microblog Political Discourse ACL 2018
Cascading Sum-Product Networks using Robustness PGM 2018
Bucket Renormalization for Approximate Inference ICML 2018
Neural Storyline Extraction Model for Storyline Generation from News Articles NAACL 2018
Variational Knowledge Graph Reasoning NAACL 2018
Privacy Sensitive Construction of Junction Tree Agent Organization for Multiagent Graphical Models PGM 2018
Finding Minimal Separators in LWF Chain Graphs PGM 2018
Variational Inference and Deep Generative Models ACL 2018
Prometheus : Directly Learning Acyclic Directed Graph Structures for Sum-Product Networks PGM 2018
Representations of Bayesian networks by low-rank models PGM 2018
Sum-Product-Quotient Networks AISTATS 2018
Message Passing Stein Variational Gradient Descent ICML 2018
Stochastic Anytime Search for Bounding Marginal MAP IJCAI 2018
A Causal And-Or Graph Model for Visibility Fluent Reasoning in Tracking Interacting Objects CVPR 2018
Graphical model inference: Sequential Monte Carlo meets deterministic approximations NIPS 2018
Distributionally Robust Graphical Models NIPS 2018
Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks NIPS 2018
Approximate Knowledge Compilation by Online Collapsed Importance Sampling NIPS 2018
Proximal Graphical Event Models NIPS 2018
Bayesian Trees for Automated Cytometry Data Analysis MLHC 2018
Non-Count Symmetries in Boolean & Multi-Valued Prob. Graphical Models AISTATS 2017
Roles and Success in Wikipedia Talk Pages: Identifying Latent Patterns of Behavior IJCNLP 2017
Tractability in Structured Probability Spaces NIPS 2017