Clustering

Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization IJCAI 2020 Probabilistic Fair Clustering NeurIPS 2020 Robust k-means++ UAI 2020 Semi-supervised Clustering via Pairwise Constrained Optimal Graph IJCAI 2020 Simple and sharp analysis of k-means|| ICML 2020 Swarm Intelligence for Self-Organized Clustering (Extended Abstract) IJCAI 2020 The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth measure AISTATS 2020 Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! EMNLP 2020 Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering AAAI 2020 Vulgaris: Analysis of a Corpus for Middle-Age Varieties of Italian Language COLING 2020 Words are the Window to the Soul: Language-based User Representations for Fake News Detection COLING 2020 A Generative Model for Dynamic Networks with Applications AAAI 2019 Approximation Algorithms for Stochastic Clustering JMLR 2019 Balanced Clustering: A Uniform Model and Fast Algorithm IJCAI 2019 Bayesian Space-Time Partitioning by Sampling and Pruning Spanning Trees JMLR 2019 Clipped Matrix Completion: A Remedy for Ceiling Effects AAAI 2019 Communication-Optimal Distributed Dynamic Graph Clustering AAAI 2019 Community Detection and Link Prediction via Cluster-driven Low-rank Matrix Completion IJCAI 2019 Coresets for Archetypal Analysis NeurIPS 2019 Coresets for Ordered Weighted Clustering ICML 2019 Correlation clustering with local objectives NeurIPS 2019 Crawling the Community Structure of Multiplex Networks AAAI 2019 Data mining Mandarin tone contour shapes ACL 2019 DBSCAN: Optimal Rates For Density-Based Cluster Estimation JMLR 2019 Deep Comprehensive Correlation Mining for Image Clustering ICCV 2019