SECOND-ORDER STEIN: SURE FOR SURE AND OTHER APPLICATIONS IN HIGH-DIMENSIONAL INFERENCE von Bellec, Pierre C., Zhang, Cun-Hui

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SHARP ORACLE INEQUALITIES FOR LEAST SQUARES ESTIMATORS IN SHAPE RESTRICTED REGRESSION von Bellec, Pierre C.

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SLOPE MEETS LASSO: IMPROVED ORACLE BOUNDS AND OPTIMALITY von Bellec, Pierre C., Lecué, Guillaume, Tsybakov, Alexandre B.

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OPTIMAL BOUNDS FOR AGGREGATION OF AFFINE ESTIMATORS von Bellec, Pierre C.

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Debiasing convex regularized estimators and interval estimation in linear models von Bellec, Pierre C., Zhang, Cun-Hui

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Corrected generalized cross-validation for finite ensembles of penalized estimators von Bellec, Pierre C, Du, Jin-Hong, Koriyama, Takuya, Patil, Pratik, Tan, Kai

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Localized Gaussian width of M-convex hulls with applications to Lasso and convex aggregation von BELLEC, PIERRE C.

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Adaptive confidence sets in shape restricted regression von Bellec, Pierre C.

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Noise covariance estimation in multi-task high-dimensional linear models von Tan, Kai, Romon, Gabriel, Bellec, Pierre C.

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De-biasing the lasso with degrees-of-freedom adjustment von Bellec, Pierre C., Zhang, Cun-Hui

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Optimal exponential bounds for aggregation of density estimators von BELLEC, PIERRE C.

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On the prediction loss of the lasso in the partially labeled setting von Bellec, Pierre C., Dalalyan, Arnak S., Grappin, Edwin, Paris, Quentin

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Asymptotic normality of robust M-estimators with convex penalty von Bellec, Pierre C., Shen, Yiwei, Zhang, Cun-Hui

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A sharp oracle inequality for Graph-Slope von Bellec, Pierre C., Salmon, Joseph, Vaiter, Samuel

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Optimizing over iid distributions and the Beat the Average game von Bellec, Pierre C, Fritz, Tobias

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Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression von Tan, Kai, Bellec, Pierre C

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Uncertainty quantification for iterative algorithms in linear models with application to early stopping von Bellec, Pierre C, Tan, Kai

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Asymptotics of resampling without replacement in robust and logistic regression von Bellec, Pierre C, Koriyama, Takuya

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Error estimation and adaptive tuning for unregularized robust M-estimator von Bellec, Pierre C, Koriyama, Takuya

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Existence of solutions to the nonlinear equations characterizing the precise error of M-estimators von Bellec, Pierre C, Koriyama, Takuya

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