Derek Driggs

According to our database, Derek Driggs authored at least 7 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Accelerating variance-reduced stochastic gradient methods.

Derek Driggs, Matthias J. Ehrhardt, Carola-Bibiane Schönlieb

Math. Program., 2022

On Biased Stochastic Gradient Estimation.

Derek Driggs, Jingwei Liang, Carola-Bibiane Schönlieb

J. Mach. Learn. Res., 2022

2021

A Stochastic Proximal Alternating Minimization for Nonsmooth and Nonconvex Optimization.

Derek Driggs, Junqi Tang, Jingwei Liang, Mike E. Davies, Carola-Bibiane Schönlieb

SIAM J. Imaging Sci., 2021

Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans.

Michael Roberts, Derek Driggs, Matthew Thorpe, Julian D. Gilbey, Michael Yeung, Stephan Ursprung, Angelica I. Avilés-Rivero, Christian Etmann, Cathal McCague, Lucian Beer, Jonathan R. Weir-McCall, Zhongzhao Teng, Effrossyni Gkrania-Klotsas, James H. F. Rudd, Evis Sala, Carola-Bibiane Schönlieb

Nat. Mach. Intell., 2021

2020

Machine learning for COVID-19 detection and prognostication using chest radiographs and CT scans: a systematic methodological review.

Michael Roberts, Derek Driggs, Matthew Thorpe, Julian D. Gilbey, Michael Yeung, Stephan Ursprung, Angelica I. Avilés-Rivero, Christian Etmann, Cathal McCague, Lucian Beer, Jonathan R. Weir-McCall, Zhongzhao Teng, James H. F. Rudd, Evis Sala, Carola-Bibiane Schönlieb

CoRR, 2020

2019

Adapting Regularized Low-Rank Models for Parallel Architectures.

Derek Driggs, Stephen Becker, Aleksandr Y. Aravkin

SIAM J. Sci. Comput., 2019

AnySOS: An anytime algorithm for SOS programming.

Derek Driggs, Hamza Fawzi

Proceedings of the 58th IEEE Conference on Decision and Control, 2019