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Beyond L1: Faster and Better Sparse Models with skglm., , , , и . NeurIPS, (2022)Coordinate Descent for SLOPE., , , и . AISTATS, том 206 из Proceedings of Machine Learning Research, стр. 4802-4821. PMLR, (2023)Handling correlated and repeated measurements with the smoothed multivariate square-root Lasso., , , и . NeurIPS, стр. 3961-3972. (2019)Benchopt: Reproducible, efficient and collaborative optimization benchmarks., , , , , , , , , и 11 other автор(ы). NeurIPS, (2022)Anderson acceleration of coordinate descent., и . CoRR, (2020)Implicit differentiation for fast hyperparameter selection in non-smooth convex learning., , , , , , и . CoRR, (2021)Support recovery and sup-norm convergence rates for sparse pivotal estimation., , , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 2655-2665. PMLR, (2020)Schur's Positive-Definite Network: Deep Learning in the SPD cone with structure., , и . CoRR, (2024)Dimension-free convergence rates for gradient Langevin dynamics in RKHS., , , и . CoRR, (2020)Learning step sizes for unfolded sparse coding., , , и . NeurIPS, стр. 13100-13110. (2019)