Gautier Appert

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All published works

Action	Title	Year	Authors
+	New bounds for $k$-means and information $k$-means	2021	Gautier Appert Olivier Catoni

Common Coauthors

Coauthor	Papers Together
Olivier Catoni	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Statistical Learning Theory and Stochastic Optimization	2004	Olivier Catoni	1
+	Concentration Inequalities and Model Selection	2007	Pascal Massart Jean Picard	1
+	Quantization and clustering with Bregman divergences	2010	Aurélie Fischer	1
+ PDF Chat	Jeffreys Centroids: A Closed-Form Expression for Positive Histograms and a Guaranteed Tight Approximation for Frequency Histograms	2013	Frank Nielsen	1
+ PDF Chat	Fast rates for empirical vector quantization	2013	Clément Levrard	1
+	Clustering with Bregman Divergences	2004	Arindam Banerjee Srujana Merugu Inderjit S. Dhillon Joydeep Ghosh	1
+ PDF Chat	Sided and Symmetrized Bregman Centroids	2009	Frank Nielsen Richard Nock	1
+	Concentration inequalities. A nonasymptotic theory of independence	2013	Stéphane Boucheron Gábor Lugosi Pascal Massart	1
+	Dimension-free PAC-Bayesian bounds for matrices, vectors, and linear least squares regression	2017	Olivier Catoni Ilaria Giulini	1
+	Dimension-free PAC-Bayesian bounds for the estimation of the mean of a random vector	2018	Olivier Catoni Ilaria Giulini	1
+ PDF Chat	Testing the manifold hypothesis	2015	Charles Fefferman Sanjoy K. Mitter Hariharan Narayanan	1
+	The information bottleneck method	2000	Naftali Tishby Fernando C. N. Pereira William Bialek	1
+	$\ell_{\infty}$ Vector Contraction for Rademacher Complexity	2019	Dylan J. Foster Alexander Rakhlin	1
+ PDF Chat	Robust Bregman clustering	2021	Claire Brécheteau Aurélie Fischer Clément Levrard	1
+ PDF Chat	On the Jensen–Shannon Symmetrization of Distances Relying on Abstract Means	2019	Frank Nielsen	1
+ PDF Chat	Robust k-means clustering for distributions with two moments	2021	Yegor Klochkov Alexey Kroshnin Nikita Zhivotovskiy	1