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cs.LG2024
The Vizier Gaussian Process Bandit Algorithm
Xingyou Song, Qiuyi Zhang, Chansoo Lee +8
Google Vizier has performed millions of optimizations and accelerated numerous research and production systems at Google, demonstrating the success of Bayesian optimization as a la…
cs.DS2024
Fast Approximate Determinants Using Rational Functions
Thomas Colthurst, Srinivas Vasudevan, James Lottes +1
We show how rational function approximations to the logarithm, such as , can be turned into fast algorithms for approximating the determina…