Optimal exponential bounds for aggregation if density estimators

von Bellec, Pierre
Veröffentlicht 2015

Optimal bounds for aggregation of affine estimators

von Bellec, Pierre
Veröffentlicht 2015

Concentration of quadratic forms and aggregation of affine estimators

von Bellec, Pierre
Veröffentlicht 2014

FIRST ORDER EXPANSION OF CONVEX REGULARIZED ESTIMATORS

von Bellec, Pierre
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 5 of 20 (2020)

THE COST-FREE NATURE OF OPTIMALLY TUNING TIKHONOV REGULARIZERS AND OTHER ORDERED SMOOTHERS

von Bellec, Pierre C.
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 1 of 15 (2021)

ASYMPTOTIC NORMALITY AND CONFIDENCE INTERVALS FOR DERIVATIVES OF 2- LAYERS NEURAL NETWORK IN THE RANDOM FEATURES MODEL

von Shen, Yiwei
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 23 of 27 (2021)

Sharp oracle bounds for monotone and convex regression trough aggregation

von Bellec, Pierre
Veröffentlicht 2015