random walk

RetGK: Graph Kernels based on Return Probabilities of Random Walks NeurIPS 2018 Semi-Supervised Learning with Competitive Infection Models AISTATS 2018 Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline ACL 2018 Watch Your Step: Learning Node Embeddings via Graph Attention NeurIPS 2018 Affinity-Preserving Random Walk for Multi-Document Summarization EMNLP 2017 Capacity Releasing Diffusion for Speed and Locality ICML 2017 Convolutional Random Walk Networks for Semantic Image Segmentation CVPR 2017 Efficient Sampling from Time-Varying Log-Concave Distributions JMLR 2017 Microblog Sentiment Classification via Recurrent Random Walk Network Learning IJCAI 2017 Open Problem: Meeting Times for Learning Random Automata COLT 2017 Provable Self-Representation Based Outlier Detection in a Union of Subspaces CVPR 2017 Restart and Random Walk in Local Search for Maximum Vertex Weight Cliques with Evaluations in Clustering Aggregation IJCAI 2017 Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks IJCAI 2017 Context-Sensitive Inference Rule Discovery: A Graph-Based Method COLING 2016 Faster Convex Optimization: Simulated Annealing with an Efficient Universal Barrier ICML 2016 General Tensor Spectral Co-clustering for Higher-Order Data NeurIPS 2016 Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis JMLR 2016 New Resistance Distances with Global Information on Large Graphs AISTATS 2016 On Mixtures of Markov Chains NeurIPS 2016 Word Segmentation in Sanskrit Using Path Constrained Random Walks COLING 2016 Community Detection via Measure Space Embedding NeurIPS 2015 From random walks to distances on unweighted graphs NeurIPS 2015 Geo-Semantic Segmentation CVPR 2015 Halting in Random Walk Kernels NeurIPS 2015 Human Memory Search as Initial-Visit Emitting Random Walk NeurIPS 2015