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Statistical guarantees for generative models without domination

Oct 19, 2020
Nicolas Schreuder, Victor-Emmanuel Brunel, Arnak Dalalyan

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Scalable Learning and MAP Inference for Nonsymmetric Determinantal Point Processes

Jun 17, 2020
Mike Gartrell, Insu Han, Elvis Dohmatob, Jennifer Gillenwater, Victor-Emmanuel Brunel

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Propose, Test, Release: Differentially private estimation with high probability

Feb 19, 2020
Victor-Emmanuel Brunel, Marco Avella-Medina

* arXiv admin note: text overlap with arXiv:1906.11923 

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Differentially private sub-Gaussian location estimators

Jun 27, 2019
Marco Avella-Medina, Victor-Emmanuel Brunel

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Learning Nonsymmetric Determinantal Point Processes

May 30, 2019
Mike Gartrell, Victor-Emmanuel Brunel, Elvis Dohmatob, Syrine Krichene

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A nonasymptotic law of iterated logarithm for robust online estimators

Mar 15, 2019
Victor-Emmanuel Brunel, Arnak S. Dalalyan, Nicolas Schreuder

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Best Arm Identification for Contaminated Bandits

Oct 19, 2018
Jason Altschuler, Victor-Emmanuel Brunel, Alan Malek

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