Toward Embedding Bayesian Optimization in the Lab: Reasoning about Resource and Actions. - Nima Dolatnia; Alan Fern; Xiaoli Z. Fern (AAAI Fall Symposia, 2015)

Bayesian Optimization with Resource Constraints and Production. - Nima Dolatnia; Alan Fern; Xiaoli Z. Fern (ICAPS, 2016)

An Empirical Study of Bayesian Optimization: Acquisition Versus Partition. - Erich Merrill; Alan Fern; Xiaoli Z. Fern; Nima Dolatnia (J. Mach. Learn. Res., 2021)