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A resource-efficient method for repeated HPO and NAS problems #81

Open nabenabe0928 opened 1 year ago

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A resource-efficient method for repeated HPO and NAS problems

RUSH in Syne-Tune.

Extension of SH. Assume that there are multiple HPO or NAS problems. Basically, it applies HyperBand to these problems subsequently while keeping the best choices from the past in the population

Main points

Confusing points

  1. Section 1
    • point 1
    • point 2