Clustering

New Intent Discovery with Attracting and Dispersing Prototype COLING 2024 NLP for Digital Humanities: Processing Chronological Text Corpora EMNLP 2024 Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method AISTATS 2024 Nonconvex Multiview Subspace Clustering Framework with Efficient Method Designs and Theoretical Analysis IJCAI 2024 Object-Centric Learning with Slot Mixture Module ICLR 2024 One-class learning with adaptive centroid shift for audio deepfake detection Interspeech 2024 On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models JMLR 2024 On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling AAAI 2024 On the cohesion and separability of average-link for hierarchical agglomerative clustering NeurIPS 2024 On the Relationship Between RNN Hidden-State Vectors and Semantic Structures ACL 2024 On the Robustness of Spectral Algorithms for Semirandom Stochastic Block Models NeurIPS 2024 Optimal Algorithms for Learning Partitions with Faulty Oracles NeurIPS 2024 Optimal Clustering with Bandit Feedback JMLR 2024 P$^2$OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering ICLR 2024 Parameterized Approximation Algorithms for Sum of Radii Clustering and Variants AAAI 2024 Parameterized Approximation Schemes for Fair-Range Clustering NeurIPS 2024 Partial Multi-View Clustering via Self-Supervised Network AAAI 2024 Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models ICLR 2024 Pass-Efficient Algorithms for Graph Spectral Clustering (Student Abstract) AAAI 2024 Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model ICLR 2024 Permuted and Unlinked Monotone Regression in R^d: an approach based on mixture modeling and optimal transport JMLR 2024 Personality Differences Drive Conversational Dynamics: A High-Dimensional NLP Approach EMNLP 2024 PICNN: A Pathway towards Interpretable Convolutional Neural Networks AAAI 2024 Private and Personalized Frequency Estimation in a Federated Setting NeurIPS 2024 Probabilistic Sampling of Balanced K-Means using Adiabatic Quantum Computing CVPR 2024