Driggs, Derek
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2

A Stochastic Proximal Alternating Minimization for Nonsmoot..:

Driggs, Derek ; Tang, Junqi ; Liang, Jingwei..
SIAM Journal on Imaging Sciences.  14 (2021)  4 - p. 1932-1970 , 2021
 
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6

AnySOS: An anytime algorithm for SOS programming:

, In: 2019 IEEE 58th Conference on Decision and Control (CDC),
Driggs, Derek ; Fawzi, Hamza - p. 3012-3017 , 2019
 
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7

Adapting Regularized Low-Rank Models for Parallel Architect..:

Driggs, Derek ; Becker, Stephen ; Aravkin, Aleksandr
SIAM Journal on Scientific Computing.  41 (2019)  1 - p. A163-A189 , 2019
 
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9

Accelerating Variance-Reduced Stochastic Gradient Methods:

Driggs, Derek ; Ehrhardt, Matthias J ; Schönlieb, Carola-Bibiane
Driggs , D , Ehrhardt , M J & Schönlieb , C-B 2022 , ' Accelerating Variance-Reduced Stochastic Gradient Methods ' , Mathematical Programming , vol. 191 , no. 2 , pp. 671–715 . https://doi.org/10.1007/s10107-020-01566-2.  , 2022
 
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11

Common pitfalls and recommendations for using machine learn..:

Roberts, Michael ; Driggs, Derek ; Thorpe, Matthew...
Roberts , M , Driggs , D , Thorpe , M , Gilbey , J , Yeung , M , Ursprung , S , Aviles-Rivero , A , Etmann , C , McCague , C , Beer , L , Weir-McCall , J , Teng , Z , Gkrania-Klotsas , E , AIX-COVNET , Rudd , J , Sala , E & Schoenlieb , C-B 2021 , ' Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans ' , Nature Machine Intelligence , vol. 3 , pp. 199-217 . https://doi.org/10.1038/s42256-021-00307-0.  , 2021
 
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