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Implicit Differentiation for Fast Hyperparameter Selection in Non-Smooth Convex Learning., , , , , , and . J. Mach. Learn. Res., (2022)Beyond L1: Faster and Better Sparse Models with skglm., , , , and . NeurIPS, (2022)Integrating digital gait data with metabolomics and clinical data to predict outcomes in Parkinson's disease., , , , , , , , , and 107 other author(s). npj Digit. Medicine, (2024)Implicit differentiation for fast hyperparameter selection in non-smooth convex learning., , , , , , and . CoRR, (2021)FedECA: A Federated External Control Arm Method for Causal Inference with Time-To-Event Data in Distributed Settings., , , , , , , and . CoRR, (2023)Coordinate Descent for SLOPE., , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 4802-4821. PMLR, (2023)Implicit differentiation of Lasso-type models for hyperparameter optimization., , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 810-821. PMLR, (2020)Local linear convergence of proximal coordinate descent algorithm., , , , and . Optim. Lett., 18 (1): 135-154 (January 2024)Non-smooth optimization for the estimation of cellular immune components in a tumoral environment. (Optimisation non-lisse pour l'estimation de composants immunitaires cellulaires dans un environnement tumoral).. University of Burgundy - Franche-Comté, France, (2021)Benchopt: Reproducible, efficient and collaborative optimization benchmarks., , , , , , , , , and 11 other author(s). NeurIPS, (2022)