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

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

14 January 2021

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

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Title
More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validityJournal of machine learning research (JMLR), 2023 Borja Rodríguez Gálvez Ragnar Thobaben Mikael Skoglund 378 14 0 21 Jun 2023
Adversarially robust clustering with optimality guaranteesIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023 Soham Jana Kun Yang Sanjeev R. Kulkarni AAML 241 3 0 16 Jun 2023
Covariance Estimation: Optimal Dimension-free Guarantees for Adversarial Corruption and Heavy Tails Pedro Abdalla Nikita Zhivotovskiy 248 30 0 17 May 2022
User-friendly introduction to PAC-Bayes bounds Pierre Alquier FedML 484 248 0 21 Oct 2021
Fat-Shattering Dimension of $k$ -fold AggregationsJournal of machine learning research (JMLR), 2021 Idan Attias A. Kontorovich 131 2 0 10 Oct 2021