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Graph Theory

1,376 papers

Papers per year

20
59
149
67
'10
'15
'20
'25

Papers

Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets AISTATS 2022
Federated Myopic Community Detection with One-shot Communication AISTATS 2022
TD-GEN: Graph Generation Using Tree Decomposition AISTATS 2022
Fair Disaster Containment via Graph-Cut Problems AISTATS 2022
On perfectness in Gaussian graphical models AISTATS 2022
On the Convergence of Continuous Constrained Optimization for Structure Learning AISTATS 2022
Optimal estimation of Gaussian DAG models AISTATS 2022
Distributionally Robust Structure Learning for Discrete Pairwise Markov Networks AISTATS 2022
Recoverability Landscape of Tree Structured Markov Random Fields under Symmetric Noise AISTATS 2022
Exact Community Recovery over Signed Graphs AISTATS 2022
Laplacian Constrained Precision Matrix Estimation: Existence and High Dimensional Consistency AISTATS 2022
Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics AISTATS 2022
Efficient and passive learning of networked dynamical systems driven by non-white exogenous inputs AISTATS 2022
Two-way Sparse Network Inference for Count Data AISTATS 2022
Causal Effect Identification with Context-specific Independence Relations of Control Variables AISTATS 2022
Statistical and computational thresholds for the planted k-densest sub-hypergraph problem AISTATS 2022
Controlling Epidemic Spread using Probabilistic Diffusion Models on Networks AISTATS 2022
Tight query complexity bounds for learning graph partitions COLT 2022
Community Recovery in the Degree-Heterogeneous Stochastic Block Model COLT 2022
Exact Community Recovery in Correlated Stochastic Block Models COLT 2022
Random Graph Matching in Geometric Models: the Case of Complete Graphs COLT 2022
Hierarchical Clustering in Graph Streams: Single-Pass Algorithms and Space Lower Bounds COLT 2022
Open Problem: Running time complexity of accelerated $\ell_1$-regularized PageRank COLT 2022
Classification-Then-Grounding: Reformulating Video Scene Graphs As Temporal Bipartite Graphs CVPR 2022
RU-Net: Regularized Unrolling Network for Scene Graph Generation CVPR 2022