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Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information.

, , , and . J. Mach. Learn. Res., (2020)

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Discussion: Stability selection, , , and . Journal of the Royal Statistical Society: Series B (Statistical Methodology), 72 (4): 465 (2010)FuSSO: Functional Shrinkage and Selection Operator., , , , , , and . CoRR, (2013)Online Learning for Dynamic Impending Collision Prediction using FMCW Radar., and . ACM Trans. Internet Things, 5 (1): 2:1-2:26 (February 2024)Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions., , , and . J. Mach. Learn. Res., (2022)Adaptive Hausdorff Estimation of Density Level Sets., , and . COLT, page 491-502. Omnipress, (2008)Smooth Bandit Optimization: Generalization to Hölder Space., , and . CoRR, (2020)A Large Scale Randomized Controlled Trial on Herding in Peer-Review Discussions., , , , and . CoRR, (2020)Near-optimal discrete optimization for experimental design: a regret minimization approach., , , and . Math. Program., 186 (1): 439-478 (2021)A Hybrid Computational Grid Architecture for Comparative Genomics., , , , and . IEEE Trans. Inf. Technol. Biomed., 12 (2): 218-225 (2008)An Analysis of Active Learning with Uniform Feature Noise., , , and . AISTATS, volume 33 of JMLR Workshop and Conference Proceedings, page 805-813. JMLR.org, (2014)