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Graph Theory

1375 directly classified papers

Papers per year

Papers

Computational Intractability and Solvability for the Birds of a Feather Game AAAI 2019
Block Belief Propagation for Parameter Learning in Markov Random Fields AAAI 2019
Exact Sampling of Directed Acyclic Graphs from Modular Distributions UAI 2019
Network Formation under Random Attack and Probabilistic Spread IJCAI 2019
High-dimensional Mixed Graphical Model with Ordinal Data: Parameter Estimation and Statistical Inference AISTATS 2019
The Reduced PC-Algorithm: Improved Causal Structure Learning in Large Random Networks JMLR 2019
Convergence of Gaussian Belief Propagation Under General Pairwise Factorization: Connecting Gaussian MRF with Pairwise Linear Gaussian Model JMLR 2019
Learning Unfaithful $K$-separable Gaussian Graphical Models JMLR 2019
A New Approach to Laplacian Solvers and Flow Problems JMLR 2019
Forward-Backward Selection with Early Dropping JMLR 2019
Identifiability of Generalized Hypergeometric Distribution (GHD) Directed Acyclic Graphical Models AISTATS 2019
Communication-Optimal Distributed Dynamic Graph Clustering AAAI 2019
K-Core Maximization: An Edge Addition Approach IJCAI 2019
Pivotal Relationship Identification: The K-Truss Minimization Problem IJCAI 2019
Lower bounds for testing graphical models: colorings and antiferromagnetic Ising models COLT 2019
Deformable Surface Tracking by Graph Matching ICCV 2019
Graph-Based Meaning Representations: Design and Processing ACL 2019
Core Semantic First: A Top-down Approach for AMR Parsing EMNLP 2019
A Refined Understanding of Cost-optimal Planning with Polytree Causal Graphs IJCAI 2019
Learning Strictly Orthogonal p-Order Nonnegative Laplacian Embedding via Smoothed Iterative Reweighted Method IJCAI 2019
Graphical One-Sided Markets IJCAI 2019
On the Tree Representations of Dichotomous Preferences IJCAI 2019
Tree Sampling Divergence: An Information-Theoretic Metric for Hierarchical Graph Clustering IJCAI 2019
Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid ICCV 2019
Belief Propagation Network for Hard Inductive Semi-Supervised Learning IJCAI 2019