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Coreset Construction via Randomized Matrix Multiplication.

, , и . CoRR, (2017)

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Randomized Iterative Algorithms for Fisher Discriminant Analysis., , и . CoRR, (2018)Structure-informed clustering for population stratification in association studies., , , , и . BMC Bioinform., 24 (1): 411 (декабря 2023)Deep Learning with Physics Priors as Generalized Regularizers., и . CoRR, (2023)A Provably Accurate Randomized Sampling Algorithm for Logistic Regression., и . AAAI, стр. 11597-11605. AAAI Press, (2024)Faster Randomized Infeasible Interior Point Methods for Tall/Wide Linear Programs., , , и . NeurIPS, (2020)Coreset Construction via Randomized Matrix Multiplication., , и . CoRR, (2017)Randomized Iterative Algorithms for Fisher Discriminant Analysis., , и . UAI, том 115 из Proceedings of Machine Learning Research, стр. 239-249. AUAI Press, (2019)A Fast, Provably Accurate Approximation Algorithm for Sparse Principal Component Analysis Reveals Human Genetic Variation Across the World., , , , и . RECOMB, том 13278 из Lecture Notes in Computer Science, стр. 86-106. Springer, (2022)On the Convergence of Inexact Predictor-Corrector Methods for Linear Programming., , , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 5007-5038. PMLR, (2022)Speeding up Linear Programming using Randomized Linear Algebra., , , и . CoRR, (2020)