O. Lepski

Statistics and Probability · 1997–2012

A researcher in the Science corpus: 9 papers; trusts 16 researchers and is trusted by 13 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 37 citations into it; #2,829 of 12,932 by trust here, #4,014 by citations
• Applied Mathematics — 11 citations into it; #6,869 of 7,620 by trust here, #3,589 by citations
• Artificial Intelligence — 10 citations into it; #14,330 of 35,345 by trust here, #25,809 by citations

Whom O. Lepski trusts overall

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

1. Alexandre B. Tsybakov
2. C. Stone
3. Alexander Goldenshluger
4. David L. Donoho
5. Luc Devroye
6. Iain M. Johnstone
7. Arkadi Nemirovski
8. Michel Talagrand
9. Bernard Walter Silverman
10. Emanuel Parzen

Who trusts O. Lepski overall

1. Yen-Chi Chen
2. Evarist Gin'e
3. Cristina Butucea
4. Bharath K. Sriperumbudur
5. Vladimir Spokoiny
6. Alexander Goldenshluger
7. Richard Nickl
8. Lutz Dümbgen
9. Charles Kervrann
10. I. Castillo

Papers from O. Lepski's perspective

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

1. Optimal Global Rates of Convergence for Nonparametric Regression
2. Concentration inequalities and model selection
3. Universal approximation bounds for superpositions of a sigmoidal function
4. Minimax estimation via wavelet shrinkage
5. Density Estimation for Statistics and Data Analysis
6. A wavelet tour of signal processing
7. Additive Regression and Other Nonparametric Models
8. Optimal Rates of Aggregation (Annual Conference Computational Learning Theory)
9. Combinatorial methods in density estimation
10. Estimation des densités: risque minimax

Their papers

• Structural adaptation via Lp-norm oracle inequalities (2007) — 66 citations
• Asymptotically exact nonparametric hypothesis testing in sup-norm and at a fixed point (2000) — 94 citations
• Universal pointwise selection rule in multivariate function estimation (2008) — 88 citations
• On adaptive minimax density estimation on $$R^d$$Rd (2012) — 114 citations
• NONPARAMETRIC ESTIMATION OF COMPOSITE FUNCTIONS (2009) — 52 citations
• Bandwidth selection in kernel density estimation: Oracle inequalities and adaptive minimax optimality (2010) — 261 citations
• Random rates in anisotropic regression (with a discussion and a rejoinder by the authors) (2002) — 56 citations
• Thresholding algorithms, maxisets and well-concentrated bases (2000) — 129 citations
• Optimal spatial adaptation to inhomogeneous smoothness: an approach based on kernel estimates with variable bandwidth selectors (1997)