Damek Davis

Citirano

	Sve	Od 2020.
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i10-indeks	39	35

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Suautori

Dmitriy DrusvyatskiyUniversity of WashingtonPotvrđena adresa e-pošte na uw.edu
Wotao YinDAMO Academy, Alibaba Group USPotvrđena adresa e-pošte na alibaba-inc.com
Vasilis CharisopoulosPostdoctoral Scholar, University of ChicagoPotvrđena adresa e-pošte na cornell.edu
Mateo DíazJohns Hopkins UniversityPotvrđena adresa e-pošte na jhu.edu
Liwei JiangPostdoc at Georgia Institute of TechnologyPotvrđena adresa e-pošte na gatech.edu
Yudong ChenAssociate Professor, University of Wisconsin-MadisonPotvrđena adresa e-pošte na wisc.edu
Courtney PaquetteGoogle Research, Brain TeamPotvrđena adresa e-pošte na u.washington.edu
Douglas R. IsaacsonAerospace Engineer, NASAPotvrđena adresa e-pošte na nasa.gov
Alexander SadovskyAerospace Engineer, NASAPotvrđena adresa e-pošte na nasa.gov
Kellie J. MacPheeFred Hutchinson Cancer Center, Vaccine & Infectious Disease DivisionPotvrđena adresa e-pošte na fredhutch.org
Aleksandr AravkinUniversity of WashingtonPotvrđena adresa e-pošte na uw.edu
Sham M KakadeHarvard UniversityPotvrđena adresa e-pošte na seas.harvard.edu
Jason D. LeeAssociate Professor of Electrical Engineering and Computer Science, Princeton UniversityPotvrđena adresa e-pošte na princeton.edu
Luis M. Briceño-AriasUniversidad Técnica Federico Santa MaríaPotvrđena adresa e-pošte na usm.cl
Constantine CaramanisProfessor of Electrical and Computer Engineering, UT AustinPotvrđena adresa e-pošte na utexas.edu
Jeongyeol KwonUniversity of Wisconsin-MadisonPotvrđena adresa e-pošte na wisc.edu
Guanghao YeMITPotvrđena adresa e-pošte na mit.edu
Yin Tat LeePaul G. Allen School of Computer Science & Engineering, University of WashingtonPotvrđena adresa e-pošte na uw.edu
Benjamin GrimmerAssistant Professor, Johns Hopkins UniversityPotvrđena adresa e-pošte na jhu.edu
Junyu ZhangIndustrial Systems Engineering and Management, National University of SingaporePotvrđena adresa e-pošte na nus.edu.sg

Prati

Damek Davis

Visiting Associate Professor, Statistics and Data Science, University of Pennsylvania

Potvrđena adresa e-pošte na cornell.edu - Početna stranica

Optimization Machine Learning


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Stochastic model-based minimization of weakly convex functions D Davis, D Drusvyatskiy SIAM Journal on Optimization 29 (1), 207-239, 2019	493*	2019
A Three-Operator Splitting Scheme and its Optimization Applications D Davis, W Yin Set-Valued and Variational Analysis, 2017	434	2017
Convergence rate analysis of several splitting schemes D Davis, W Yin Splitting Methods in Communication, Imaging, Science, and Engineering, 115-163, 2016	310	2016
Stochastic subgradient method converges on tame functions D Davis, D Drusvyatskiy, S Kakade, JD Lee Foundations of computational mathematics 20 (1), 119-154, 2020	294	2020
Faster convergence rates of relaxed Peaceman-Rachford and ADMM under regularity assumptions D Davis, W Yin Mathematics of Operations Research, 2017, 2014	154	2014
Subgradient methods for sharp weakly convex functions D Davis, D Drusvyatskiy, KJ MacPhee, C Paquette Journal of Optimization Theory and Applications 179 (3), 962-982, 2018	134	2018
Proximally guided stochastic subgradient method for nonsmooth, nonconvex problems D Davis, B Grimmer SIAM Journal on Optimization 29 (3), 1908-1930, 2019	123	2019
The nonsmooth landscape of phase retrieval D Davis, D Drusvyatskiy, C Paquette IMA Journal of Numerical Analysis 40 (4), 2652-2695, 2020	118	2020
Low-rank matrix recovery with composite optimization: good conditioning and rapid convergence V Charisopoulos, Y Chen, D Davis, M Díaz, L Ding, D Drusvyatskiy Foundations of Computational Mathematics, 1-89, 2021	112	2021
Forward-backward-half forward algorithm for solving monotone inclusions LM Bricen͂o-Arias, D Davis SIAM Journal on Optimization 28 (4), 2839-2871, 2018	84	2018
Convergence rate analysis of primal-dual splitting schemes D Davis SIAM Journal on Optimization 25 (3), 1912-1943, 2015	80	2015
Global convergence of the em algorithm for mixtures of two component linear regression J Kwon, W Qian, C Caramanis, Y Chen, D Davis Conference on Learning Theory, 2055-2110, 2019	76	2019
The Asynchronous PALM Algorithm for Nonsmooth Nonconvex Problems D Davis arXiv preprint arXiv:1604.00526, 2016	61	2016
Convergence rate analysis of the forward-Douglas-Rachford splitting scheme D Davis SIAM Journal on Optimization, 2015, 2015	60	2015
From low probability to high confidence in stochastic convex optimization D Davis, D Drusvyatskiy, L Xiao, J Zhang arXiv preprint arXiv:1907.13307, 2019	52*	2019
A gradient sampling method with complexity guarantees for lipschitz functions in high and low dimensions D Davis, D Drusvyatskiy, YT Lee, S Padmanabhan, G Ye Advances in Neural Information Processing Systems 35, 6692-6703, 2022	51	2022
The sound of apalm clapping: Faster nonsmooth nonconvex optimization with stochastic asynchronous palm D Davis, B Edmunds, M Udell Advances in Neural Information Processing Systems, 226-234, 2016	51	2016
Trimmed Statistical Estimation via Variance Reduction A Aravkin, D Davis Mathematics of Operations Research, 2019	50*	2019
Stochastic algorithms with geometric step decay converge linearly on sharp functions D Davis, D Drusvyatskiy, V Charisopoulos Mathematical Programming 207 (1), 145-190, 2024	45	2024
Composite optimization for robust rank one bilinear sensing V Charisopoulos, D Davis, M Díaz, D Drusvyatskiy Information and Inference: A Journal of the IMA 10 (2), 333-396, 2021	42*	2021

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