Nonasymptotic bounds for vector quantization in Hilbert spaces

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Nonasymptotic bounds for vector quantization in Hilbert spaces

26 May 2014

Clément Levrard

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Papers citing "Nonasymptotic bounds for vector quantization in Hilbert spaces"

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Title
Uniform Concentration Bounds toward a Unified Framework for Robust Clustering Debolina Paul Saptarshi Chakraborty Swagatam Das Jason Xu 55 16 0 27 Oct 2021
Estimation and Quantization of Expected Persistence Diagrams Vincent Divol Théo Lacombe 45 10 0 11 May 2021
New bounds for $k$ -means and information $k$ -means Gautier Appert O. Catoni 69 5 0 14 Jan 2021
Robust $k$ -means Clustering for Distributions with Two Moments Yegor Klochkov Alexey Kroshnin Nikita Zhivotovskiy 61 20 0 06 Feb 2020
Statistical and Computational Trade-Offs in Kernel K-Means Daniele Calandriello Lorenzo Rosasco 56 32 0 27 Aug 2019
Quantization/clustering: when and why does k-means work? Clément Levrard MQ 62 20 0 11 Jan 2018
Dimensionality-Dependent Generalization Bounds for $k$ -Dimensional Coding Schemes Tongliang Liu Dacheng Tao Dong Xu 157 56 0 03 Jan 2016
Sample Complexity of Dictionary Learning and other Matrix Factorizations Rémi Gribonval Rodolphe Jenatton Francis R. Bach M. Kleinsteuber Matthias Seibert 201 86 0 13 Dec 2013