1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2021★ 1 cited
Adversarial Attacks on Gaussian Process Bandits
Eric Han, Jonathan Scarlett
Gaussian processes (GP) are a widely-adopted tool used to sequentially optimize black-box functions, where evaluations are costly and potentially noisy. Recent works on GP bandits…
stat.ML2020
High-Dimensional Bayesian Optimization via Tree-Structured Additive Models
Eric Han, Ishank Arora, Jonathan Scarlett
Bayesian Optimization (BO) has shown significant success in tackling expensive low-dimensional black-box optimization problems. Many optimization problems of interest are high-dime…