Aaron Defazio

SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives

Aaron Defazio, Francis Bach, Simon Lacoste-Julien · arXiv (Cornell University) · 2014 · 932 citations · Full text

Natural Sciences, Computer Science, Algorithms +16

fastMRI: An Open Dataset and Benchmarks for Accelerated MRI

Jure Žbontar, Florian Knöll, Anuroop Sriram et al. · arXiv (Cornell University) · 2018 · 574 citations · Full text

Medicine, Computer Science, Radiology +10

SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly\n Convex Composite Objectives

Aaron Defazio, Francis Bach, Simon Lacoste-Julien · arXiv (Cornell University) · 2014 · 445 citations · Full text

Computing, Computer Science, Algorithms +14

fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning

Florian Knöll, Jure Žbontar, Anuroop Sriram et al. · Radiology Artificial Intelligence · 2020 · 401 citations

Medicine, Computer Science, Radiology +14

Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge

Florian Knöll, Tullie Murrell, Anuroop Sriram et al. · Magnetic Resonance in Medicine · 2020 · 261 citations · Full text

Medicine, Computer Science, Radiology +13