5 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 4 cited
Computationally Efficient High-Dimensional Bayesian Optimization via Variable Selection
Yihang Shen, Carl Kingsford
Bayesian Optimization (BO) is a method for globally optimizing black-box functions. While BO has been successfully applied to many scenarios, developing effective BO algorithms tha…
math.ST2021★ 5 cited
Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning
Pierre C Bellec, Yiwei Shen
This paper studies M-estimators with gradient-Lipschitz loss function regularized with convex penalty in linear models with Gaussian design matrix and arbitrary noise distribution.…