Aaron Defazio
10
Papers
133
Total Citations
Papers (10)
A Simple Practical Accelerated Method for Finite Sums
NeurIPS 2016arXiv
123
citations
PARQ: Piecewise-Affine Regularized Quantization
ICML 2025
5
citations
Purifying Shampoo: Investigating Shampoo's Heuristics by Decomposing its Preconditioner
NeurIPS 2025arXiv
5
citations
MoMo: Momentum Models for Adaptive Learning Rates
ICML 2024
0
citations
GrappaNet: Combining Parallel Imaging With Deep Learning for Multi-Coil MRI Reconstruction
CVPR 2020arXiv
0
citations
Prodigy: An Expeditiously Adaptive Parameter-Free Learner
ICML 2024
0
citations
On the Ineffectiveness of Variance Reduced Optimization for Deep Learning
NeurIPS 2019
0
citations
On the Curved Geometry of Accelerated Optimization
NeurIPS 2019
0
citations
MRI Banding Removal via Adversarial Training
NeurIPS 2020
0
citations
Mechanic: A Learning Rate Tuner
NeurIPS 2023
0
citations