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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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Uncertainty Quantification in High-Dimensional Structured Regression Problems
Bellec, P. (PI)
6/1/18 → 5/31/22
Project: Research project
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Error estimation and adaptive tuning for unregularized robust M-estimator
Bellec, P. C. & Koriyama, T., 2025, In: Journal of Machine Learning Research. 26Research output: Contribution to journal › Article › peer-review
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Noise covariance estimation in multi-task high-dimensional linear models
Kaitan, Romon, G. & Bellec, P. C., Aug 2024, In: Bernoulli. 30, 3, p. 1695-1722 28 p.Research output: Contribution to journal › Article › peer-review
Open Access -
DEBIASING CONVEX REGULARIZED ESTIMATORS AND INTERVAL ESTIMATION IN LINEAR MODELS
Bellec, P. C. & Zhang, C. H., Apr 2023, In: Annals of Statistics. 51, 2, p. 391-436 46 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions
Tan, K. & Bellec, P. C., 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 36).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Out-of-sample error estimation for M-estimators with convex penalty
Bellec, P. C., Dec 1 2023, In: Information and Inference. 12, 4, p. 2782-2817 36 p.Research output: Contribution to journal › Article › peer-review