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Population-Based Black-Box Optimization for Biological Sequence Design

Jun 05, 2020
Christof Angermueller, David Belanger, Andreea Gane, Zelda Mariet, David Dohan, Kevin Murphy, Lucy Colwell, D Sculley


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Weighting Is Worth the Wait: Bayesian Optimization with Importance Sampling

Feb 23, 2020
Setareh Ariafar, Zelda Mariet, Ehsan Elhamifar, Dana Brooks, Jennifer Dy, Jasper Snoek


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DPPNet: Approximating Determinantal Point Processes with Deep Networks

Jan 07, 2019
Zelda Mariet, Yaniv Ovadia, Jasper Snoek


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Learning Determinantal Point Processes by Sampling Inferred Negatives

Nov 02, 2018
Zelda Mariet, Mike Gartrell, Suvrit Sra


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Foundations of Sequence-to-Sequence Modeling for Time Series

May 09, 2018
Vitaly Kuznetsov, Zelda Mariet


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Diversity Networks: Neural Network Compression Using Determinantal Point Processes

Apr 18, 2017
Zelda Mariet, Suvrit Sra

* This paper appeared under the shorter title Diversity Networks at ICLR 2016 (http://www.iclr.cc/doku.php?id=iclr2016:main#accepted_papers_conference_track

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Kronecker Determinantal Point Processes

May 26, 2016
Zelda Mariet, Suvrit Sra


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Fixed-point algorithms for learning determinantal point processes

Oct 08, 2015
Zelda Mariet, Suvrit Sra

* ICML, 2015 

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