109 citations · 616 across the 40 of their papers we have counts for
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cs.LG2020
Bayesian Optimization with a Prior for the Optimum
Artur Souza, Luigi Nardi, Leonardo B. Oliveira +3
While Bayesian Optimization (BO) is a very popular method for optimizing expensive black-box functions, it fails to leverage the experience of domain experts. This causes BO to was…
cs.NI2020★ 94 cited
Taurus: A Data Plane Architecture for Per-Packet ML
Tushar Swamy, Alexander Rucker, Muhammad Shahbaz +2
Emerging applications -- cloud computing, the internet of things, and augmented/virtual reality -- demand responsive, secure, and scalable datacenter networks. These networks curre…