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

Deep Weighted MaxSAT for Aspect-based Opinion Extraction EMNLP 2020
Tandem Inference: An Out-of-Core Streaming Algorithm for Very Large-Scale Relational Inference AAAI 2020
On Efficient Adjustment in Causal Graphs JMLR 2020
Nonparametric graphical model for counts JMLR 2020
Contextual Explanation Networks JMLR 2020
Relative Interior Rule in Block-Coordinate Descent CVPR 2020
Beyond Trees: Classification with Sparse Pairwise Dependencies JMLR 2020
Simultaneous Inference for Pairwise Graphical Models with Generalized Score Matching JMLR 2020
Sequential change-point detection in high-dimensional Gaussian graphical models JMLR 2020
A polynomial-time algorithm for learning nonparametric causal graphs NIPS 2020
Quantile Graphical Models: a Bayesian Approach JMLR 2020
Community-Based Group Graphical Lasso JMLR 2020
Scalable Belief Propagation via Relaxed Scheduling NIPS 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
Lower Bounds for Testing Graphical Models: Colorings and Antiferromagnetic Ising Models JMLR 2020
Structure Learning for Cyclic Linear Causal Models UAI 2020
Beyond Trees: Analysis and Convergence of Belief Propagation in Graphs with Multiple Cycles AAAI 2020
High-recall causal discovery for autocorrelated time series with latent confounders NIPS 2020
Scaling Up AND/OR Abstraction Sampling IJCAI 2020
Disentangling Direct and Indirect Interactions in Polytomous Item Response Theory Models IJCAI 2020
Collapsible IDA: Collapsing Parental Sets for Locally Estimating Possible Causal Effects UAI 2020
EiGLasso: Scalable Estimation of Cartesian Product of Sparse Inverse Covariance Matrices UAI 2020
Robust Collective Classification against Structural Attacks UAI 2020
Efficient Adjustment Sets for Population Average Causal Treatment Effect Estimation in Graphical Models JMLR 2020