22 citations · 109 across the 34 of their papers we have counts for
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3 papers · 1 filter
q-bio.PE2020★ 3 cited
Group Testing Enables Asymptomatic Screening for COVID-19 Mitigation: Feasibility and Optimal Pool Size Selection with Dilution Effects
Yifan Lin, Yuxuan Ren, Jingyuan Wan +5
Repeated asymptomatic screening for SARS-CoV-2 promises to control spread of the virus but would require too many resources to implement at scale. Group testing is promising for sc…
math.OC2020
Solving Bayesian Risk Optimization via Nested Stochastic Gradient Estimation
Sait Cakmak, Di Wu, Enlu Zhou
In this paper, we aim to solve Bayesian Risk Optimization (BRO), which is a recently proposed framework that formulates simulation optimization under input uncertainty. In order to…
stat.ML2020★ 5 cited
Bayesian Optimization of Risk Measures
Sait Cakmak, Raul Astudillo, Peter Frazier +1
We consider Bayesian optimization of objective functions of the form , where is a black-box expensive-to-evaluate function and denotes either the VaR or CVaR…