Matthieu Lerasle

Statistics and Probability · 2011–2017

A researcher in the Science corpus: 4 papers; trusts 47 researchers and is trusted by 5 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 60 citations into it; #7,457 of 12,932 by trust here, #6,853 by citations
• Artificial Intelligence — 24 citations into it; #23,941 of 35,345 by trust here, #28,481 by citations
• Statistical Learning Theory — 17 citations into it
• Computational Mechanics — 11 citations into it
• Management Science and Operations Research — 10 citations into it; #7,588 of 11,946 by trust here, #8,469 by citations
• Control and Systems Engineering — 7 citations into it
• Mathematical Optimization — 7 citations into it
• Computer Networks and Communications — 5 citations into it

Whom Matthieu Lerasle trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Olivier Catoni
2. Robert Tibshirani
3. Lucien Birgé
4. Karim Lounici
5. Hui Zou
6. Nicolai Meinshausen
7. David L. Donoho
8. Sara A. van de Geer
9. Alexandre B. Tsybakov
10. Shahar Mendelson

Who trusts Matthieu Lerasle overall

1. Stanislav Minsker
2. Gábor Lugosi
3. Shahar Mendelson
4. Adarsh Prasad
5. Dong Yin
6. Arun Sai Suggala
7. Yudong Chen
8. Qiyang Han
9. Qiang Sun
10. Sivaraman Balakrishnan

Papers from Matthieu Lerasle's perspective

Ordered by how strongly the researchers Matthieu Lerasle trusts endorse each paper. Same corpus, a different order for every researcher.

1. Regression Shrinkage and Selection via the Lasso
2. High-dimensional graphs and variable selection with the Lasso
3. Atomic Decomposition by Basis Pursuit
4. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
5. The Adaptive Lasso and Its Oracle Properties
6. Model selection and estimation in regression with grouped variables
7. © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
8. Estimating the Dimension of a Model
9. The Dantzig selector: Statistical estimation when P is much larger than n
10. HIGH-DIMENSIONAL GENERALIZED LINEAR MODELS AND THE LASSO

Their papers

• Sub-Gaussian mean estimators (2015) — 222 citations
• Robust machine learning by median-of-means: Theory and practice (2017) — 175 citations
• Kernels Based Tests with Non-asymptotic Bootstrap Approaches for Two-sample Problems (2012) — 40 citations
• ROBUST EMPIRICAL MEAN ESTIMATORS (2011) — 87 citations