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SQ Lower Bounds for Learning Mixtures of Separated and Bounded Covariance Gaussians.

, , , and . COLT, volume 195 of Proceedings of Machine Learning Research, page 2319-2349. PMLR, (2023)

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Small Approximate Pareto Sets for Biobjective Shortest Paths and Other Problems., and . SIAM J. Comput., 39 (4): 1340-1371 (2009)A robust Khintchine inequality, and algorithms for computing optimal constants in Fourier analysis and high-dimensional geometry, , and . (2012)cite arxiv:1207.2229Comment: Extended abstract to appear in ICALP'13.Inverse problems in approximate uniform generation, , and . (2012)cite arxiv:1211.1722.Learning Structured Distributions.. Handbook of Big Data, Chapman and Hall/CRC, (2016)Optimal Learning via the Fourier Transform for Sums of Independent Integer Random Variables., , and . COLT, volume 49 of JMLR Workshop and Conference Proceedings, page 831-849. JMLR.org, (2016)The fourier transform of poisson multinomial distributions and its algorithmic applications., , and . STOC, page 1060-1073. ACM, (2016)List-decodable robust mean estimation and learning mixtures of spherical gaussians., , and . STOC, page 1047-1060. ACM, (2018)Learning geometric concepts with nasty noise., , and . STOC, page 1061-1073. ACM, (2018)Differentially Private Identity and Equivalence Testing of Discrete Distributions., , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 169-178. PMLR, (2018)Near-Optimal Closeness Testing of Discrete Histogram Distributions., , and . ICALP, volume 80 of LIPIcs, page 8:1-8:15. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2017)