conftrace_

kernel clustering

6 papers

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Co-occurring keywords

centroid-based clustering (5) kernel matrix (73) kernel density estimation (80) excess risk bound (38) divide and conquer (37) spectral decomposition (58) random matrix theory (63) clustering algorithm (206) data stream (65) random matrix (28)

Papers

Enhancing Kernel Power $K$-means: Scalable and Robust Clustering with Random Fourier Features and Possibilistic Method AAAI 2026
A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources ICML 2022
Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models AISTATS 2021
On Robustness of Kernel Clustering NIPS 2016
A Divide-and-Conquer Solver for Kernel Support Vector Machines ICML 2014
On the Reliability of Clustering Stability in the Large Sample Regime NIPS 2008