New bounds for $k$ -means and information $k$ -means

14 January 2021

Papers citing "New bounds for $k$-means and information $k$-means"

5 / 5 papers shown

Title
More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity Borja Rodríguez Gálvez Ragnar Thobaben Mikael Skoglund 15 9 0 21 Jun 2023
Adversarially robust clustering with optimality guarantees Soham Jana Kun Yang Sanjeev R. Kulkarni AAML 19 2 0 16 Jun 2023
Covariance Estimation: Optimal Dimension-free Guarantees for Adversarial Corruption and Heavy Tails Pedro Abdalla Nikita Zhivotovskiy 22 25 0 17 May 2022
User-friendly introduction to PAC-Bayes bounds Pierre Alquier FedML 34 196 0 21 Oct 2021
Fat-Shattering Dimension of $k$ -fold Aggregations Idan Attias A. Kontorovich 14 2 0 10 Oct 2021