Bayesian Optimization of Risk Measures. - Sait Cakmak; Raul Astudillo; Peter I. Frazier; Enlu Zhou (NeurIPS, 2020)

Contextual Ranking and Selection with Gaussian Processes. - Sait Cakmak; Enlu Zhou; Siyang Gao (WSC, 2021)

Solving Bayesian risk optimization via nested stochastic gradient estimation. - Sait Cakmak; Di Wu 034; Enlu Zhou (IISE Trans., 2021)

Robust Multi-Objective Bayesian Optimization Under Input Noise. - Samuel Daulton; Sait Cakmak; Maximilian Balandat; Michael A. Osborne; Enlu Zhou; Eytan Bakshy (ICML, 2022)

Sample-Efficient Bayesian Optimization with Transfer Learning for Heterogeneous Search Spaces. - Aryan Deshwal; Sait Cakmak; Yuhou Xia; David Eriksson (CoRR, 2024)

Contextual Ranking and Selection with Gaussian Processes and Optimal Computing Budget Allocation. - Sait Cakmak; Yuhao Wang; Siyang Gao; Enlu Zhou (ACM Trans. Model. Comput. Simul., 2024)