44 citations · 91 across the 7 of their papers we have counts for
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math.OC2021★ 2 cited
Three Operator Splitting with Subgradients, Stochastic Gradients, and Adaptive Learning Rates
Alp Yurtsever, Alex Gu, Suvrit Sra
Three Operator Splitting (TOS) (Davis & Yin, 2017) can minimize the sum of multiple convex functions effectively when an efficient gradient oracle or proximal operator is available…
cs.LG2021★ 1 cited
Reproducibility Report: La-MAML: Look-ahead Meta Learning for Continual Learning
Joel Joseph, Alex Gu
The Continual Learning (CL) problem involves performing well on a sequence of tasks under limited compute. Current algorithms in the domain are either slow, offline or sensitive to…