Alexandra Suvorikova

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All published works

Action	Title	Year	Authors
+ PDF Chat	Bernstein-type and Bennett-type inequalities for unbounded matrix martingales	2024	Alexey Kroshnin Alexandra Suvorikova
+	Multiplier bootstrap for Bures-Wasserstein barycenters	2021	Alexey Kroshnin Vladimir Spokoiny Alexandra Suvorikova
+ PDF Chat	Statistical inference for Bures–Wasserstein barycenters	2021	Alexey Kroshnin Vladimir Spokoiny Alexandra Suvorikova
+	Multiplier bootstrap for Bures-Wasserstein barycenters	2021	Alexey Kroshnin Vladimir Spokoiny Alexandra Suvorikova
+	Statistical inference for Bures--Wasserstein barycenters	2020	Alexey Kroshnin Vladimir Spokoiny Alexandra Suvorikova
+	Gaussian processes with multidimensional distribution inputs via optimal transport and Hilbertian embedding	2020	François Bachoc Alexandra Suvorikova David Ginsbourger Jean-Michel Loubès Vladimir Spokoiny
+	Statistical inference for Bures-Wasserstein barycenters	2019	Alexey Kroshnin Vladimir Spokoiny Alexandra Suvorikova
+	Elements of Statistical Inference in 2-Wasserstein Space	2019	Johannes Ebert Vladimir Spokoiny Alexandra Suvorikova
+	Statistical inference for Bures-Wasserstein barycenters	2019	Alexey Kroshnin Vladimir Spokoiny Alexandra Suvorikova
+	Gaussian Process Forecast with multidimensional distributional entries	2018	François Bachoc Alexandra Suvorikova Jean–Michel Loubes Vladimir Spokoiny
+	Gaussian processes with multidimensional distribution inputs via optimal transport and Hilbertian embedding	2018	François Bachoc Alexandra Suvorikova David Ginsbourger Jean-Michel Loubès Vladimir Spokoiny
+	Multivariate Brenier cumulative distribution functions and their application to non-parametric testing	2018	Melf Boeckel Vladimir Spokoiny Alexandra Suvorikova
+	Gaussian processes with multidimensional distribution inputs via optimal transport and Hilbertian embedding	2018	François Bachoc Alexandra Suvorikova David Ginsbourger Jean-Michel Loubès Vladimir Spokoiny
+	Construction of Non-asymptotic Confidence Sets in 2-Wasserstein Space	2017	Johannes Ebert Vladimir Spokoiny Alexandra Suvorikova
+	Universal method with inexact oracle and its applications for searching equillibriums in multistage transport problems	2015	Alexander Gasnikov Pavel Dvurechensky Dmitry Kamzolov Yurii Nesterov Vladimir Spokoiny Petro Stetsyuk Alexandra Suvorikova Alexey Chernov
+	Universal method of Yu. Nesterov with inexact oracle and its applications for searching equillibriums in multistage transport problems	2015	Alexander Gasnikov Alexey Chernov Pavel Dvurechensky Petro Stetsyuk Alexandra Suvorikova
+	Universal method with inexact oracle and its applications for searching equillibriums in multistage transport problems	2015	Alexander Gasnikov Pavel Dvurechensky Dmitry Kamzolov Yurii Nesterov Vladimir Spokoiny Petro Stetsyuk Alexandra Suvorikova Alexey Chernov

Common Coauthors

Coauthor	Papers Together
Vladimir Spokoiny	15
Alexey Kroshnin	7
François Bachoc	4
Jean–Michel Loubes	4
Pavel Dvurechensky	3
Petro Stetsyuk	3
Alexander Gasnikov	3
David Ginsbourger	3
Alexey Chernov	3
Johannes Ebert	2
Dmitry Kamzolov	2
Yurii Nesterov	2
Melf Boeckel	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Barycenters in the Wasserstein Space	2011	Martial Agueh Guillaume Carlier	7
+	Polar factorization and monotone rearrangement of vector‐valued functions	1991	Yann Brenier	6
+	Von Neumann entropy penalization and low-rank matrix estimation	2011	Vladimir Koltchinskii	3
+ PDF Chat	Distributed Computation of Wasserstein Barycenters Over Networks	2018	César A. Uribe Darina Dvinskikh Pavel Dvurechensky Alexander Gasnikov Angelia Nedić	3
+	On the Bures–Wasserstein distance between positive definite matrices	2018	Rajendra Bhatia Tanvi Jain Yongdo Lim	3
+ PDF Chat	A tail inequality for quadratic forms of subgaussian random vectors	2012	Daniel Hsu Sham M. Kakade Tong Zhang	3
+	Metric Spaces and Completely Monotone Functions	1938	I. J. Schoenberg	2
+ PDF Chat	Distribution regression model with a Reproducing Kernel Hilbert Space approach	2019	Thi Thien Trang Bui Jean-Michel Loubès Laurent Risser Patricia Balaresque	2
+ PDF Chat	Unsupervised white matter fiber clustering and tract probability map generation: Applications of a Gaussian process framework for white matter fibers	2010	Demián Wassermann Luke Bloy E.G. Kanterakis Ragini Verma Rachid Deriche	2
+	Consistent estimation of a population barycenter in the Wasserstein space	2013	Jérémie Bigot Thierry Klein	2
+ PDF Chat	Bures distance as a measure of entanglement for symmetric two-mode Gaussian states	2008	Paulina Marian Tudor A. Marian	2
+	Fast Optimal Transport Averaging of Neuroimaging Data	2015	Alexandre Gramfort Gabriel Peyré Marco Cuturi	2
+	Distribution’s template estimate with Wasserstein metrics	2015	Emmanuel Boissard Thibaut Le Gouic Jean-Michel Loubès	2
+ PDF Chat	On the continuity of center-outward distribution and quantile functions	2018	Alessio Figalli	2
+ PDF Chat	Sliced Wasserstein Kernels for Probability Distributions	2016	Soheil Kolouri Yang Zou Gustavo K. Rohde	2
+ PDF Chat	Cross Validation and Maximum Likelihood estimations of hyper-parameters of Gaussian processes with model misspecification	2013	François Bachoc	2
+ PDF Chat	Distance between quantum states in the presence of initial qubit-environment correlations: A comparative study	2011	Jerzy Dajka J. Łuczka Peter Hänggi	2
+	A fixed-point approach to barycenters in Wasserstein space	2016	Pedro C. Álvarez-Esteban Eustasio del Barrio Juan A. Cuesta‐Albertos Carlos Matrán	2
+ PDF Chat	Asymptotic analysis of covariance parameter estimation for Gaussian processes in the misspecified case	2017	François Bachoc	2
+ PDF Chat	A Gaussian Process Regression Model for Distribution Inputs	2017	François Bachoc Fabrice Gamboa Jean-Michel Loubès Nil Venet	2
+	Computational Optimal Transport: With Applications to Data Science	2019	Gabriel Peyré Marco Cuturi	2
+	Monge-Kantorovich depth, quantiles, ranks and signs	2015	Alfred Galichon Marc Hallin Victor Chernozhukov Marc Henry	2
+ PDF Chat	Estimation and prediction using generalized Wendland covariance functions under fixed domain asymptotics	2019	Moreno Bevilacqua Tarik Faouzi Reinhard Furrer Emilio Porcu	2
+	Wide consensus aggregation in the Wasserstein space. Application to location-scatter families	2018	Pedro C. Álvarez-Esteban Eustasio del Barrio Juan A. Cuesta‐Albertos Carlos Matrán	2
+ PDF Chat	Notes on the Wasserstein Metric in Hilbert Spaces	1989	Juan A. Cuesta‐Albertos Carlos Matrán	2
+	On the dependence of the Berry–Esseen bound on dimension	2003	V. Bentkus	2
+ PDF Chat	A User’s Guide to Optimal Transport	2012	Luigi Ambrosio Nicola Gigli	2
+ PDF Chat	On the consistent separation of scale and variance for Gaussian random fields	2010	Ethan Anderes	2
+	Limit laws of the empirical Wasserstein distance: Gaussian distributions	2016	Thomas Rippl Axel Munk Anja Sturm	2
+	Existence and Consistency of Wasserstein Barycenters	2015	Thibaut Le Gouic Jean-Michel Loubès	2
+ PDF Chat	The Shortlist Method for Fast Computation of the Earth Mover's Distance and Finding Optimal Solutions to Transportation Problems	2014	Carsten Gottschlich Dominic Schuhmacher	2
+ PDF Chat	The distance between two random vectors with given dispersion matrices	1982	Ingram Olkin Friedrich Pukelsheim	2
+ PDF Chat	Existence and consistency of Wasserstein barycenters	2016	Thibaut Le Gouic Jean-Michel Loubès	2
+	Design of Computer Experiments Using Competing Distances Between Set-Valued Inputs	2016	David Ginsbourger Jean Baccou Clément Chevalier Frédéric Péralès	2
+	A Distribution-Free Multivariate Sign Test Based on Interdirections	1989	Ronald H. Randles	1
+	On a Test of Whether one of Two Random Variables is Stochastically Larger than the Other	1947	H. B. Mann Douglas R. Whitney	1
+	Stochastics: introduction to probability and statistics	2008	Hans-Otto Georgii	1
+ PDF Chat	Iterative Bregman Projections for Regularized Transportation Problems	2015	Jean‐David Benamou Guillaume Carlier Marco Cuturi Luca Nenna Gabriel Peyré	1
+	Accelerated, Parallel, and Proximal Coordinate Descent	2015	Olivier Fercoq Peter Richtárik	1
+	Multivariate Normal Approximation by Stein's Method: The Concentration Inequality Approach	2011	Louis H. Y. Chen Xiao Fang	1
+ PDF Chat	Smooth minimization of non-smooth functions	2004	Yu. Nesterov	1
+ PDF Chat	Sharp deviation bounds for quadratic forms	2013	Vladimir Spokoiny Mayya Zhilova	1
+ PDF Chat	Computer experiments with functional inputs and scalar outputs by a norm-based approach	2016	Thomas Muehlenstaedt Jana Fruth Olivier Roustant	1
+ PDF Chat	Characterization of barycenters in the Wasserstein space by averaging optimal transport maps	2017	Jéremie Bigot Thierry Klein	1
+	On a Formula for the L<sup>2</sup> Wasserstein Metric between Measures on Euclidean and Hilbert Spaces	1990	Matthias Gelbrich	1
+	On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities	2015	Vladimir Vapnik Alexey Chervonenkis	1
+	Bootstrap confidence sets under model misspecification	2015	Vladimir Spokoiny Mayya Zhilova	1
+ PDF Chat	A tutorial on spectral clustering	2007	Ulrike von Luxburg	1
+ PDF Chat	Nonparametric statistics on manifolds with applications to shape spaces	2008	Abhishek Bhattacharya Rabi Bhattacharya	1
+ PDF Chat	Bootstrap Methods: Another Look at the Jackknife	1979	B. Efron	1