← All authors Alexandre B. Tsybakov Center for Research in Economics and Statistics (from arXiv:2005.12225, 2020) · OpenAlex
47 papers in scope · 47 published · 1 on the econ.EM arXiv · 5,515 citations · h-index 20 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Jelena Bradić Yinchu Zhu Stefan Wager Guido W. Imbens Susan Athey Victor Chernozhukov Ilya O. Ryzhov Marianne Bléhaut Jérémy L’Hour John Gunnar Carlsson Vasilis Syrgkanis Kaspar Wüthrich James M. Robins Avi Feller Whitney K. Newey Dmitry Arkhangelsky Rajarshi Mukherjee Davide Viviano Eli Ben-Michael Mohsen Bayati Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 47)
Benign overfitting and adaptive nonparametric regression
published 2024 · Probability Theory and Related Fields · first circulated 2022
Mini-Workshop: Interpolation and Over-parameterization in Statistics and Machine Learning
published 2024 · Oberwolfach Reports
with Mihkail Belkin, Fanny Yang
Assigning topics to documents by successive projections
published 2023 · The Annals of Statistics · 7 citations
with Olga Klopp, Maxim Panov, Suzanne Sigalla
Re-thinking High-dimensional Mathematical Statistics
published 2023 · Oberwolfach Reports
with Florentina Bunea, Robert Nowak
Variable selection, monotone likelihood ratio and group sparsity
published 2023 · The Annals of Statistics · 4 citations · first circulated 2021
with Cristina Butucea, Enno Mammen, Mohamed Ndaoud
published 2023 · Springer proceedings in mathematics & statistics · first circulated 2020
Estimation of the ℓ2-norm and testing in sparse linear regression with unknown variance
published 2022 · Bernoulli · 5 citations · first circulated 2020
with Alexandra Carpentier, Olivier Collier, Laëtitia Comminges, Yuhao Wang
Improved Clustering Algorithms for the Bipartite Stochastic Block Model
published 2021 · IEEE Transactions on Information Theory · 4 citations
with Mohamed Ndaoud, Suzanne Sigalla
On estimation of nonsmooth functionals of sparse normal means
published 2020 · Bernoulli · 8 citations
with Olivier Collier, Laëtitia Comminges
Optimal Variable Selection and Adaptive Noisy Compressed Sensing
published 2020 · IEEE Transactions on Information Theory · 2 citations
with Mohamed Ndaoud
Structured matrix estimation and completion
published 2019 · Bernoulli · 5 citations
with Olga Klopp, Yu Lu, Harrison H. Zhou
Algorithms of Robust Stochastic Optimization Based on Mirror Descent Method
published 2019 · Automation and Remote Control · 27 citations
with Alexander Nazin, Arkadi Nemirovsky, Anatoli Juditsky
Sparse covariance matrix estimation in high-dimensional deconvolution
published 2019 · Bernoulli
with Denis Belomestny, Mathias Trabs
Statistical Inference for Structured High-dimensional Models
published 2019 · Oberwolfach Reports
Slope meets Lasso: Improved oracle bounds and optimality
published 2018 · The Annals of Statistics · 29 citations
Optimal adaptive estimation of linear functionals under sparsity
published 2018 · The Annals of Statistics · 5 citations
with Olivier Collier, Laëtitia Comminges, Nicolas Verzélen
Variable selection with Hamming loss
published 2018 · The Annals of Statistics · 1 citations
with Cristina Butucea, Mohamed Ndaoud, Natalia Stepanova
Empirical entropy, minimax regret and minimax risk
published 2017 · Bernoulli · 63 citations · first circulated 2013
with Alexander Rakhlin, Karthik Sridharan
Oracle inequalities for network models and sparse graphon estimation
published 2017 · The Annals of Statistics · 12 citations
with Olga Klopp, Nicolas Verzélen
Bounds on the Prediction Error of Penalized Least Squares Estimators with Convex Penalty
published 2017 · Springer proceedings in mathematics & statistics · 34 citations · first circulated 2016
with Pierre Bellec
Discussion of “Influential features PCA for high dimensional clustering”
published 2016 · The Annals of Statistics
with Natalia A. Stepanova
Linear and conic programming estimators in high dimensional errors‐in‐variables models Series B Statistical methodology
published 2016 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 65 citations · first circulated 2014
An $\{\ell_{1},\ell_{2},\ell_{\infty}\}$-regularization approach to high-dimensional errors-in-variables models
published 2016 · Electronic Journal of Statistics · 9 citations · first circulated 2014
Discussion of “Estimating structured high-dimensional covariance and precision matrices: Optimal rates and adaptive estimation”
published 2016 · Electronic Journal of Statistics · 1 citations
Adaptive Statistical Inference
published 2014 · Oberwolfach Reports · 1 citations
with Mark G. Low, Axel Munk
Statistical inference in compound functional models
published 2013 · Probability Theory and Related Fields · 16 citations
with Arnak S. Dalalyan, Yuri I. Ingster
Discussion: Latent variable graphical model selection via convex optimization
published 2012 · The Annals of Statistics · 15 citations
Discussion of minimax estimation of large covariance matrices under L1-Norm
published 2012 · Statistica Sinica · 3 citations
Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion
published 2011 · The Annals of Statistics · 649 citations · first circulated 2010
with Vladimir Koltchinskii, Karim Lounici
Exponential Screening and optimal rates of sparse estimation
published 2011 · The Annals of Statistics · 136 citations · first circulated 2010
Sparse recovery under matrix uncertainty
published 2010 · The Annals of Statistics · 186 citations
with Mathieu Rosenbaum
Noisy independent factor analysis model for density estimation and classification
published 2010 · Electronic Journal of Statistics · 4 citations · first circulated 2009
with Umberto Amato, Anestis Antoniadis, Alexander Samarov
Detection boundary in sparse regression
published 2010 · Electronic Journal of Statistics
with Yuri I. Ingster, Nicolas Verzélen
Sparse Recovery Problems in High Dimensions: Statistical Inference and Learning Theory
published 2009 · Oberwolfach Reports
with Peter L. Bartlett, Vladimir Koltchinskii, Sara van de Geer
Classification of sparse high-dimensional vectors
published 2009 · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 39 citations
with Yuri I. Ingster, Christophe Pouet
Simultaneous analysis of Lasso and Dantzig selector
published 2009 · The Annals of Statistics · 2544 citations
Fast learning rates for plug-in classifiers
published 2007 · The Annals of Statistics · 331 citations · first circulated 2005
with Jean-Yves Audibert
Regularization in statistics
published 2006 · Test · 228 citations
Nonparametric independent component analysis
published 2004 · Bernoulli · 42 citations
with Alexander Samarov
Sharp Adaptive Estimation of Linear Functionals
published 2001 · The Annals of Statistics · 41 citations
with Jussi Klemelä
Thresholding algorithms, maxisets and well-concentrated bases
published 2000 · Test · 102 citations
with Gérard Kerkyacharian, Dominique Picard, Lucien Birgé, Peter A. Hall, Oleg Lepski, Enno Mammen, G. Kerkyacharian, D. Picard
On the best rate of adaptive estimation in some inverse problems
published 2000 · Comptes Rendus de l Académie des Sciences - Series I - Mathematics · 68 citations
Smooth discrimination analysis
published 1999 · The Annals of Statistics · 404 citations
with Enno Mammen
Nonparametric vector autoregression
published 1998 · Journal of Statistical Planning and Inference · 111 citations · first circulated 1996
Local polynomial estimators of the volatility function in nonparametric autoregression
published 1997 · Journal of Econometrics · 228 citations · first circulated 1995
Additive nonparametric regression on principal components
published 1995 · Journal of nonparametric statistics · 19 citations · first circulated 1994
How sensitive are average derivatives?
published 1993 · Journal of Econometrics · 67 citations · first circulated 1992
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