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Graph Theory

1375 directly classified papers

Papers per year

Papers

Recoverability Landscape of Tree Structured Markov Random Fields under Symmetric Noise AISTATS 2022
Semiparametric Inference For Causal Effects In Graphical Models With Hidden Variables JMLR 2022
Two-mode Networks: Inference with as Many Parameters as Actors and Differential Privacy JMLR 2022
Distributionally Robust Structure Learning for Discrete Pairwise Markov Networks AISTATS 2022
Using Active Queries to Infer Symmetric Node Functions of Graph Dynamical Systems JMLR 2022
Mappings for Marginal Probabilities with Applications to Models in Statistical Physics JMLR 2022
Optimal estimation of Gaussian DAG models AISTATS 2022
Tree-based Node Aggregation in Sparse Graphical Models JMLR 2022
Bayesian Covariate-Dependent Gaussian Graphical Models with Varying Structure JMLR 2022
On the Convergence of Continuous Constrained Optimization for Structure Learning AISTATS 2022
Structure Learning for Directed Trees JMLR 2022
FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting JMLR 2022
On perfectness in Gaussian graphical models AISTATS 2022
Joint Inference of Multiple Graphs from Matrix Polynomials JMLR 2022
Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models JMLR 2022
Fair Disaster Containment via Graph-Cut Problems AISTATS 2022
A Hierarchical Transitive-Aligned Graph Kernel for Un-attributed Graphs ICML 2022
TD-GEN: Graph Generation Using Tree Decomposition AISTATS 2022
Propositional Encodings of Acyclicity and Reachability by Using Vertex Elimination AAAI 2022
Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets AISTATS 2022
Graph-combined Coreference Resolution Methods on Conversational Machine Reading Comprehension with Pre-trained Language Model ACL 2022
On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity AISTATS 2022
Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling EMNLP 2022
GHAN: Graph-Based Hierarchical Aggregation Network for Text-Video Retrieval EMNLP 2022
The Algebraic Path Problem for Graph Metrics ICML 2022