Publications

Search at the Cost of Sampling: Nearly-Instant Latent Space Bayesian Optimization

Donney Fan, Colin Doumont, Aleksandra Kalisz, Paul Duckworth, Jacob R. Gardner, Henry Moss, Geoff Pleiss

To appear at NeurIPS 2026

Paper Code
Adaptive Candidate Point Thompson Sampling for High-Dimensional Bayesian Optimization

Donney Fan, Geoff Pleiss

AISTATS 2026

Paper Code
We Still Don’t Understand High-Dimensional Bayesian Optimization

Colin Doumont, Donney Fan, Natalie Maus, Jacob R. Gardner, Henry Moss, Geoff Pleiss

AISTATS 2026 Oral Presentation Best Student Paper Award

Paper Code
Online Non-preemptive Multi-Resource Scheduling for Weighted Completion Time on Multiple Machines

Donney Fan, Ben Liang

ICPP 2024 Best Paper Finalist Highest Level Reproducibility Badge

Paper Code