11 citations · 22 across the 7 of their papers we have counts for
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cs.LG2021★ 11 cited
HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization
Vincent Dumont, Casey Garner, Anuradha Trivedi +6
We present a new software, HYPPO, that enables the automatic tuning of hyperparameters of various deep learning (DL) models. Unlike other hyperparameter optimization (HPO) methods,…
math.OC2021★ 8 cited
Linearly-Convergent FISTA Variant for Composite Optimization with Duality
Casey Garner, Shuzhong Zhang
Many large-scale optimization problems can be expressed as composite optimization models. Accelerated first-order methods such as the fast iterative shrinkage-thresholding algorith…