Aaron J. Defazio | DeepAI

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Featured Co-authors

Justin Domke
32 publications
Tibério S. Caetano
7 publications

research

∙ 07/10/2014

Finito: A Faster, Permutable Incremental Gradient Method for Big Data Problems

Recent advances in optimization theory have shown that smooth strongly c...

0 Aaron J. Defazio, et al. ∙

research

∙ 07/10/2014

A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation

A key problem in statistics and machine learning is the determination of...

0 Aaron J. Defazio, et al. ∙