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Graph Theory

1375 directly classified papers

Papers per year

Papers

Regularized spectral methods for clustering signed networks JMLR 2021
Predicting Molecular Conformation via Dynamic Graph Score Matching NIPS 2021
Batch greedy maximization of non-submodular functions: Guarantees and applications to experimental design JMLR 2021
A Unified Framework for Spectral Clustering in Sparse Graphs JMLR 2021
Learning partial correlation graphs and graphical models by covariance queries JMLR 2021
Learning Laplacian Matrix from Graph Signals with Sparse Spectral Representation JMLR 2021
Extendability of causal graphical models: Algorithms and computational complexity UAI 2021
Hypergraph Propagation and Community Selection for Objects Retrieval NIPS 2021
Nonparametric Modeling of Higher-Order Interactions via Hypergraphons JMLR 2021
Linguistic Dependencies and Statistical Dependence EMNLP 2021
Learning Shared Subgraphs in Ising Model Pairs AISTATS 2021
Edge Sampling Using Local Network Information JMLR 2021
Predictive Learning on Hidden Tree-Structured Ising Models JMLR 2021
Minimax Estimation of Laplacian Constrained Precision Matrices AISTATS 2021
GemBag: Group Estimation of Multiple Bayesian Graphical Models JMLR 2021
Sharp Impossibility Results for Hyper-graph Testing NIPS 2021
Structure Learning of Undirected Graphical Models for Count Data JMLR 2021
Offline detection of change-points in the mean for stationary graph signals. AISTATS 2021
Modeling the Evolution of Word Senses with Force-Directed Layouts of Co-occurrence Networks IJCNLP 2021
Minimal enumeration of all possible total effects in a Markov equivalence class AISTATS 2021
Rotation Averaging in a Split Second: A Primal-Dual Method and a Closed-Form for Cycle Graphs ICCV 2021
A Faster Maximum Cardinality Matching Algorithm with Applications in Machine Learning NIPS 2021
Enhancing Balanced Graph Edge Partition with Effective Local Search AAAI 2021
Maximizing Agreements for Ranking, Clustering and Hierarchical Clustering via MAX-CUT AISTATS 2021
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network AAAI 2021