Projects per year
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Dive into the research topics where Pierre Bellec is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 1 Active
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UNCERTAINTY QUANTIFICATION IN HIGH-DIMENSIONAL STRUCTURED REGRESSION PROBLEMS
National Science Foundation (National Science Foundation (NSF))
6/1/18 → 5/31/21
Project: Research project
Research Output
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First order expansion of convex regularized estimators
Bellec, P. C. & Kuchibhotla, A. K., 2019, In: Advances in Neural Information Processing Systems. 32Research output: Contribution to journal › Conference article › peer-review
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Localized Gaussian width of M-convex hulls with applications to Lasso and convex aggregation
Bellec, P. C., 2019, In: Bernoulli. 25, 4 A, p. 3016-3040 25 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
On the prediction loss of the lasso in the partially labeled setting
Bellec, P. C., Dalalyan, A. S., Grappin, E. & Paris, Q., 2018, In: Electronic Journal of Statistics. 12, 2, p. 3443-3472 30 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Optimal bounds for aggregation of affine estimators
Bellec, P. C., Feb 2018, In: Annals of Statistics. 46, 1, p. 30-59 30 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Sharp oracle inequalities for least squares estimators in shape restricted regression
Bellec, P. C., Apr 2018, In: Annals of Statistics. 46, 2, p. 745-780 36 p.Research output: Contribution to journal › Article › peer-review
21 Scopus citations