ENTITY Herilalaina Rakotoarison

Herilalaina Rakotoarison

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RESEARCH · CL_76879 · Jun 5 · 10:45

New $\alpha$-PFN method speeds up Bayesian optimization with learned approximations

Researchers have developed a novel method called $\alpha$-PFN to accelerate entropy search (ES) acquisition functions used in Bayesian optimization. This approach utilizes Prior-data Fitted Networks (PFNs) to learn appr…

New $\alpha$-PFN method speeds up Bayesian optimization with learned approximations