coresets

COKE: Core Kernel for More Efficient Approximation of Kernel Weights in Multiple Kernel Clustering ICML 2025 Computing High-dimensional Confidence Sets for Arbitrary Distributions COLT 2025 Faster Approximation Algorithms for k-Center via Data Reduction ICML 2025 Improved Coresets for Vertical Federated Learning: Regularized Linear and Logistic Regressions ICML 2025 Relative Error Fair Clustering in the Weak-Strong Oracle Model ICML 2025 Robust Sparsification via Sensitivity ICML 2025 Coresets for Multiple ℓ_p Regression ICML 2024 High-Dimensional Geometric Streaming for Nearly Low Rank Data ICML 2024 No Dimensional Sampling Coresets for Classification ICML 2024 Optimal Coresets for Low-Dimensional Geometric Median ICML 2024 Turnstile ℓ_p leverage score sampling with applications ICML 2024 Distributed k-means and k-median Clustering on General Topologies NeurIPS 2013 Scalable Training of Mixture Models via Coresets NeurIPS 2011