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Lisa Dunlap | “Hyperparameter Tuning on the Cloud”

Lisa Dunlap | “Hyperparameter Tuning on the Cloud”

#Lisa #Dunlap #Hyperparameter #Tuning #Cloud

“AutoML Seminars”

Title:
Hyperparameter Tuning on the Cloud

Abstract:
Hyperparameter tuning is an expensive and necessary step in training and deploying machine learning models. Most prior work on hyperparameter tuning has studied methods for maximizing model accuracy under a time constraint, assuming a fixed…

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