Adaptive confidence sets in $$L^2$$

Wavelet Shrinkage: Asymptopia?

David L. Donoho, Iain M. Johnstone, Gérard Kerkyacharian et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1995 · 1.8K citations

Computing, Computer Science, Machine Learning +13

Wavelets on the Interval and Fast Wavelet Transforms

Albert Cohen, Ingrid Daubechies, Pierre Vial · Applied and Computational Harmonic Analysis · 1993 · 1K citations · Full text

Natural Sciences, Electrical Engineering, Mathematics +7

Density estimation by wavelet thresholding

David L. Donoho, Iain M. Johnstone, Gérard Kerkyacharian et al. · The Annals of Statistics · 1996 · 773 citations · Full text

Natural Sciences, Mathematics, Optimization +15

Risk bounds for model selection via penalization

Andrew R. Barron, Lucien Birgé, Pascal Massart · Probability Theory and Related Fields · 1999 · 667 citations · Full text

Natural Sciences, Biostatistics, Mathematics +12

New concentration inequalities in product spaces

Michel Talagrand · Inventiones mathematicae · 1996 · 526 citations

Natural Sciences, Economics, Probability Theory +7