conftrace_

graphical model

864 papers

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Also known as

GM

Co-occurring keywords

structure learning (341) causal inference (1630) bayesian network (378) causal discovery (460) probabilistic inference (312) belief propagation (177) approximate inference (253) probabilistic modeling (852) bayesian inference (1907) markov random field (303)

Papers

Sequential change-point detection in high-dimensional Gaussian graphical models JMLR 2020
From Boltzmann Machines to Neural Networks and Back Again NIPS 2020
Quantile Graphical Models: a Bayesian Approach JMLR 2020
Community-Based Group Graphical Lasso JMLR 2020
High-Dimensional Inference for Cluster-Based Graphical Models JMLR 2020
Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables JMLR 2020
Error-Correcting and Verifiable Parallel Inference in Graphical Models AAAI 2020
Lower Bounds for Testing Graphical Models: Colorings and Antiferromagnetic Ising Models JMLR 2020
Efficient Heuristic Search for M-Modes Inference PGM 2020
Parallel AND/OR Search for Marginal MAP AAAI 2020
Learning Bayesian Networks with Cops and Robbers PGM 2020
Poset Representations for Sets of Elementary Triplets PGM 2020
Factor Graph Grammars NIPS 2020
Scaling Up AND/OR Abstraction Sampling IJCAI 2020
Efficient Adjustment Sets for Population Average Causal Treatment Effect Estimation in Graphical Models JMLR 2020
Disentangling Direct and Indirect Interactions in Polytomous Item Response Theory Models IJCAI 2020
Analysis of Parliamentary Debate Transcripts Using Community-Based Graphical Approaches (Student Abstract) AAAI 2020
Causal screening in dynamical systems UAI 2020
Tandem Inference: An Out-of-Core Streaming Algorithm for Very Large-Scale Relational Inference AAAI 2020
Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning NIPS 2020
A Novel Approach for Constrained Optimization in Graphical Models NIPS 2020
A Multi-Channel Neural Graphical Event Model with Negative Evidence AAAI 2020
Recovering Causal Structures from Low-Order Conditional Independencies AAAI 2020
Submodel Decomposition for Solving Limited Memory Influence Diagrams (Student Abstract) AAAI 2020
Deep Weighted MaxSAT for Aspect-based Opinion Extraction EMNLP 2020