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Multi-level Training and Bayesian Optimization for Economical Hyperparameter Optimization #80

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Multi-level Training and Bayesian Optimization for Economical Hyperparameter Optimization

Affine transformation and train S samples from low fidelity and 1 sample among the low fidelity observations (g = af + b where g is the high-fidelity func and f is the low fidelity func. Basically, they are discussing how you train it)

To pick among low-fidelity observations, we use UCB.

Main points

Confusing points

  1. Section 1
    • point 1
    • point 2