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Bernhard Stankewitz

GPG (Personal) bstankewitz[at]posteo[dot]de
GPG (Bocconi) bernhard[dot]stankewitz[at]unibocconi[dot]it,
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RSS Orcid: 0000-0002-3135-8174

I am a postdoctoral researcher at BIDSA at Bocconi University in the group of Botond Szabo. Prior to that I studied at Humboldt-University of Berlin under the supervision of Markus Reiß.

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Publications

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Preprints

  1. B. Stankewitz and B. Szabo . "Contraction rates for conjugate gradient and Lanczos approximate posteriors in Gaussian process regression" .

Publications

  1. B. Stankewitz. "Early stopping for L2-boosting in high-dimensional linear models".
    In: Annals of Statistics 52(2): 491-518 (2024).
    Slides AIP 2023,
  2. B. Stankewitz, N. Mücke and L.Rosasco . "From inexact optimization to learning via gradient concentration".
    In: Computational Optimization and Applications (2022).
    Video talk GPSD Mannheim 2021, arXiv.2106.05397
  3. B. Stankewitz. "Smoothed residual stopping for statistical inverse problems via truncated SVD estimation".
    In: Electronic Journal of Statistics 14(2): 3396-3428 (2020).