21 citations · 38 across the 12 of their papers we have counts for
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cs.LG2018
Using Known Information to Accelerate HyperParameters Optimization Based on SMBO
Cheng Daning, Zhang Hanping, Xia Fen +2
Automl is the key technology for machine learning problem. Current state of art hyperparameter optimization methods are based on traditional black-box optimization methods like SMB…
cs.PF2018
A Measurement Theory of Locality
Liang Yuan, Chen Ding, Peter Denning +1
Locality is a fundamental principle used extensively in program and system optimization. It can be measured in many ways. This paper formalizes the metrics of locality into a measu…