Clustering

Non-Euclidean Self-Organizing Maps IJCAI 2022 Novel Class Discovery in Semantic Segmentation CVPR 2022 Offline change detection under contamination UAI 2022 OK Boomer: Probing the socio-demographic Divide in Echo Chambers NAACL 2022 On Coresets for Fair Regression and Individually Fair Clustering AISTATS 2022 On Learning Mixture Models with Sparse Parameters AISTATS 2022 Online and Consistent Correlation Clustering ICML 2022 Online Speaker Diarization with Core Samples Selection Interspeech 2022 On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms AISTATS 2022 On the Robustness of Deep Clustering Models: Adversarial Attacks and Defenses NeurIPS 2022 Optimal Clustering with Noisy Queries via Multi-Armed Bandit ICML 2022 Optimal Tensor Transport AAAI 2022 Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering ICML 2022 Overlapping Communities and Roles in Networks with Node Attributes: Probabilistic Graphical Modeling, Bayesian Formulation and Variational Inference (Extended Abstract) IJCAI 2022 Parameterized Approximation Algorithms for K-center Clustering and Variants AAAI 2022 ProgressiveMotionSeg: Mutually Reinforced Framework for Event-Based Motion Segmentation AAAI 2022 Project and Forget: Solving Large-Scale Metric Constrained Problems JMLR 2022 Proposition-Level Clustering for Multi-Document Summarization NAACL 2022 Prototype memory and attention mechanisms for few shot image generation ICLR 2022 RAMA: A Rapid Multicut Algorithm on GPU CVPR 2022 Random Forest Density Estimation ICML 2022 Random Gegenbauer Features for Scalable Kernel Methods ICML 2022 Randomized Sketches for Clustering: Fast and Optimal Kernel k-Means NeurIPS 2022 Refined Convergence Rates for Maximum Likelihood Estimation under Finite Mixture Models ICML 2022 Regularized and Smooth Double Core Tensor Factorization for Heterogeneous Data JMLR 2022