Graph Theory

Continuous Relaxation of MAP Inference: A Nonconvex Perspective CVPR 2018 Counting Motifs with Graph Sampling COLT 2018 DAGs with NO TEARS: Continuous Optimization for Structure Learning NeurIPS 2018 Deep Learning of Graph Matching CVPR 2018 Designing a Croatian Aspectual Derivatives Dictionary: Preliminary Stages COLING 2018 Determining Code Words in Euphemistic Hate Speech Using Word Embedding Networks EMNLP 2018 Direct Estimation of Differences in Causal Graphs NeurIPS 2018 Efficient Projection onto the Perfect Phylogeny Model NeurIPS 2018 Engineering Graph Features via Network Functional Blocks IJCAI 2018 Estimation of Graphical Models through Structured Norm Minimization JMLR 2018 Experimental Design for Cost-Aware Learning of Causal Graphs NeurIPS 2018 Exploiting Graph Regularized Multi-dimensional Hawkes Processes for Modeling Events with Spatio-temporal Characteristics IJCAI 2018 Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure AISTATS 2018 Fast Approximate Spectral Clustering for Dynamic Networks ICML 2018 Finding Minimal Separators in LWF Chain Graphs PGM 2018 Found Graph Data and Planted Vertex Covers NeurIPS 2018 Generalizing Graph Matching beyond Quadratic Assignment Model NeurIPS 2018 Generating Plans for Cooperative Connected UAVs IJCAI 2018 Improved large-scale graph learning through ridge spectral sparsification ICML 2018 Improved spectral community detection in large heterogeneous networks JMLR 2018 Improving Information Centrality of a Node in Complex Networks by Adding Edges IJCAI 2018 Inference in Sparse Graphs with Pairwise Measurements and Side Information AISTATS 2018 Inferring Networks From Random Walk-Based Node Similarities NeurIPS 2018 Irony Detector at SemEval-2018 Task 3: Irony Detection in English Tweets using Word Graph SemEval 2018 Joint Cuts and Matching of Partitions in One Graph CVPR 2018