conftrace_

convex clustering

15 papers

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Co-occurring keywords

convex optimization (1321) augmented lagrangian method (30) cluster recovery (18) cluster analysis (92) interpretable biomarker (1) semismooth newton method (9) patient subgroup (2) second order cone programming (8) sum-of-norms clustering (2) group-lasso penalty (1)

Papers

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
Simple and scalable algorithms for cluster-aware precision medicine AISTATS 2024
Sum-of-norms clustering does not separate nearby balls JMLR 2024
Pursuit of the Cluster Structure of Network Lasso: Recovery Condition and Non-convex Extension JMLR 2024
On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms AISTATS 2022
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
Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm 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 NIPS 2014
Recovery of Sparse Probability Measures via Convex Programming NIPS 2012
Convex Clustering with Exemplar-Based Models NIPS 2007