convex clustering

Convex Clustering Redefined: Robust Learning with the Median of Means Estimator AAAI 2026 Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees JMLR 2025 Pursuit of the Cluster Structure of Network Lasso: Recovery Condition and Non-convex Extension JMLR 2024 Simple and scalable algorithms for cluster-aware precision medicine AISTATS 2024 Sum-of-norms clustering does not separate nearby balls JMLR 2024 On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms AISTATS 2022 Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm JMLR 2021 Dynamic visualization for L1 fusion convex clustering in near-linear time UAI 2021 Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View Data JMLR 2021 Efficient and Scalable Multi-Task Regression on Massive Number of Tasks AAAI 2019 An Efficient Semismooth Newton based Algorithm for Convex Clustering ICML 2018 Weakly Supervised Object Detection With Convex Clustering CVPR 2015 Convex Optimization Procedure for Clustering: Theoretical Revisit NeurIPS 2014 Recovery of Sparse Probability Measures via Convex Programming NeurIPS 2012 Convex Clustering with Exemplar-Based Models NeurIPS 2007