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Graphical Models

933 directly classified papers

Papers per year

Papers

Hierarchical Decomposition of Nonlinear Dynamics and Control for System Identification and Policy Distillation L4DC 2020
Provable Overlapping Community Detection in Weighted Graphs NIPS 2020
IDA with Background Knowledge UAI 2020
Incorporating Network Embedding into Markov Random Field for Better Community Detection AAAI 2019
CrowdPose: Efficient Crowded Scenes Pose Estimation and a New Benchmark CVPR 2019
Random Clique Covers for Graphs with Local Density and Global Sparsity UAI 2019
Forbidden Nodes Aware Community Search AAAI 2019
Fast Relational Probabilistic Inference and Learning: Approximate Counting via Hypergraphs AAAI 2019
Bottleneck Potentials in Markov Random Fields ICCV 2019
Weakly Supervised Energy-Based Learning for Action Segmentation ICCV 2019
High-Dimensional Poisson Structural Equation Model Learning via $\ell_1$-Regularized Regression JMLR 2019
Graphical Lasso and Thresholding: Equivalence and Closed-form Solutions JMLR 2019
Graph Structured Prediction Energy Networks NIPS 2019
OpenMarkov, an Open-Source Tool for Probabilistic Graphical Models IJCAI 2019
Phrase Grounding by Soft-Label Chain Conditional Random Field EMNLP 2019
Layer-Wise Learning Strategy for Nonparametric Tensor Product Smoothing Spline Regression and Graphical Models JMLR 2019
Forward-Backward Selection with Early Dropping JMLR 2019
On the Convergence of Gaussian Belief Propagation with Nodes of Arbitrary Size JMLR 2019
Conditional Preference Network with Constraints and Uncertainty IJCAI 2019
Exact Sampling of Directed Acyclic Graphs from Modular Distributions UAI 2019
Guaranteed Scalable Learning of Latent Tree Models UAI 2019
Community Focusing: Yet Another Query-Dependent Community Detection AAAI 2019
Counting and Sampling from Markov Equivalent DAGs Using Clique Trees AAAI 2019
Finding Minimal d-separators in Linear Time and Applications UAI 2019
Belief Propagation: Accurate Marginals or Accurate Partition Function – Where is the Difference? UAI 2019