35 citations · 81 across the 15 of their papers we have counts for
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cs.LG2022★ 3 cited
ACE: Adaptive Constraint-aware Early Stopping in Hyperparameter Optimization
Yi-Wei Chen, Chi Wang, Amin Saied +1
Deploying machine learning models requires high model quality and needs to comply with application constraints. That motivates hyperparameter optimization (HPO) to tune model confi…
cs.LG2022★ 1 cited
Mining Robust Default Configurations for Resource-constrained AutoML
Moe Kayali, Chi Wang
Automatic machine learning (AutoML) is a key enabler of the mass deployment of the next generation of machine learning systems. A key desideratum for future ML systems is the autom…