Sam Daulton

Robust Multi-Objective Bayesian Optimization Under Input Noise

M. Osborne, Enlu Zhou, E. Bakshy, 2022, ArXiv.

Robust Multi-Objective Bayesian Optimization Under Input Noise

Michael A. Osborne, M. Osborne, Enlu Zhou, 2022, ICML.

Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces

David Eriksson, E. Bakshy, Maximilian Balandat, 2021, UAI.

Log-Linear-Time Gaussian Processes Using Binary Tree Kernels

Michael A. Osborne, Michael K Cohen, Sam Daulton, 2022, NeurIPS.

Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization

Michael A. Osborne, David Eriksson, M. Osborne, 2022, NeurIPS.

Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization pdf

Ganesh Venkatesh, Akshat Shrivastava, David Eriksson, 2021, ArXiv.