Clustering

Global Optimization of K-Center Clustering ICML 2022 How to Do Things without Words: Modeling Semantic Drift of Emoji EMNLP 2022 Hypergraph Modeling via Spectral Embedding Connection: Hypergraph Cut, Weighted Kernel k-Means, and Heat Kernel AAAI 2022 Improved Coresets for Euclidean k-Means NeurIPS 2022 Interpretable Classification of Categorical Time Series Using the Spectral Envelope and Optimal Scalings JMLR 2022 Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics NAACL 2022 Locally Private k-Means Clustering with Constant Multiplicative Approximation and Near-Optimal Additive Error AAAI 2022 Log-Euclidean Signatures for Intrinsic Distances Between Unaligned Datasets ICML 2022 Low Saxon dialect distances at the orthographic and syntactic level ACL 2022 Many processors, little time: MCMC for partitions via optimal transport couplings AISTATS 2022 MICO: Selective Search with Mutual Information Co-training COLING 2022 Multi-Dimensional Prediction of Guild Health in Online Games: A Stability-Aware Multi-Task Learning Approach AAAI 2022 Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation AAAI 2022 Multi-View Adjacency-Constrained Nearest Neighbor Clustering (Student Abstract) AAAI 2022 Multi-View Clustering on Topological Manifold AAAI 2022 Multi-view Subspace Clustering on Topological Manifold NeurIPS 2022 New Coresets for Projective Clustering and Applications AISTATS 2022 Practical Almost-Linear-Time Approximation Algorithms for Hybrid and Overlapping Graph Clustering ICML 2022 Private Rank Aggregation in Central and Local Models AAAI 2022 Project and Forget: Solving Large-Scale Metric Constrained Problems JMLR 2022 Proposition-Level Clustering for Multi-Document Summarization NAACL 2022 Reconstruction Enhanced Multi-View Contrastive Learning for Anomaly Detection on Attributed Networks IJCAI 2022 Regularized K-means Through Hard-Thresholding JMLR 2022 RuDSI: Graph-based Word Sense Induction Dataset for Russian COLING 2022 Sampling in Dirichlet Process Mixture Models for Clustering Streaming Data AISTATS 2022