Graph Theory

Community Extraction in Multilayer Networks with Heterogeneous Community Structure JMLR 2017 Composing Tree Graphical Models with Persistent Homology Features for Clustering Mixed-Type Data ICML 2017 Conditions beyond treewidth for tightness of higher-order LP relaxations AISTATS 2017 Connected Subgraph Detection with Mirror Descent on SDPs ICML 2017 Dimension Estimation Using Random Connection Models JMLR 2017 Fair Division of a Graph IJCAI 2017 Faithfulness of Probability Distributions and Graphs JMLR 2017 Fast Network Embedding Enhancement via High Order Proximity Approximation IJCAI 2017 From which world is your graph NeurIPS 2017 Generic Axiomatization of Families of Noncrossing Graphs in Dependency Parsing ACL 2017 Geodesic Distance Descriptors CVPR 2017 Graph Matching via Multiplicative Update Algorithm NeurIPS 2017 Graph Verification with a Betweenness Oracle ALT 2017 Hierarchical Clustering via Spreading Metrics JMLR 2017 Identification and Model Testing in Linear Structural Equation Models using Auxiliary Variables ICML 2017 Improved Graph Laplacian via Geometric Self-Consistency NeurIPS 2017 Learning Graphical Games from Behavioral Data: Sufficient and Necessary Conditions AISTATS 2017 Learning Nonparametric Forest Graphical Models with Prior Information AISTATS 2017 Learning the Network Structure of Heterogeneous Data via Pairwise Exponential Markov Random Fields AISTATS 2017 Linguistic analysis of differences in portrayal of movie characters ACL 2017 Lossy Compression of Pattern Databases Using Acyclic Random Hypergraphs IJCAI 2017 Lower Bounds on Active Learning for Graphical Model Selection AISTATS 2017 Minimizing Trust Leaks for Robust Sybil Detection ICML 2017 Newton-Type Methods for Inference in Higher-Order Markov Random Fields CVPR 2017 Nonbacktracking Bounds on the Influence in Independent Cascade Models NeurIPS 2017