← Mathematics
Mathematics & Optimization › Mathematics ›

Graph Theory

1375 directly classified papers

Papers per year

Papers

On Sufficient Graphical Models JMLR 2024
DAG-Informed Structure Learning from Multi-Dimensional Point Processes JMLR 2024
Learning-Based Algorithms for Graph Searching Problems AISTATS 2024
Modeling Random Networks with Heterogeneous Reciprocity JMLR 2024
Optimal Quasi-clique: Hardness, Equivalence with Densest-k-Subgraph, and Quasi-partitioned Community Mining AAAI 2024
Maxileximin Envy Allocations and Connected Goods AAAI 2024
Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs AAAI 2024
SNN-PDE: Learning Dynamic PDEs from Data with Simplicial Neural Networks AAAI 2024
Complete Neural Networks for Complete Euclidean Graphs AAAI 2024
Learning the Topology and Behavior of Discrete Dynamical Systems AAAI 2024
Reconstructing the Geometry of Random Geometric Graphs (Extended Abstract) COLT 2024
Thresholds for Reconstruction of Random Hypergraphs From Graph Projections COLT 2024
Representing Compounding with OntoLex. An Evaluation of Vocabularies for Word Formation Resources COLING 2024
Differentially Private Graph Diffusion with Applications in Personalized PageRanks NIPS 2024
Semantic Routing via Autoregressive Modeling NIPS 2024
Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits NIPS 2024
LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields AISTATS 2024
Private Edge Density Estimation for Random Graphs: Optimal, Efficient and Robust NIPS 2024
A Context-Enhanced Framework for Sequential Graph Reasoning IJCAI 2024
A tensor factorization model of multilayer network interdependence JMLR 2024
Axiomatic effect propagation in structural causal models JMLR 2024
DNNLasso: Scalable Graph Learning for Matrix-Variate Data AISTATS 2024
Topological Node2vec: Enhanced Graph Embedding via Persistent Homology JMLR 2024
Estimation of partially known Gaussian graphical models with score-based structural priors AISTATS 2024
Functional Graphical Models: Structure Enables Offline Data-Driven Optimization AISTATS 2024