Colin Doumont

According to our database, Colin Doumont authored at least 3 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Conditioning Gaussian Processes on Almost Anything.

Henry B. Moss, Lachlan Astfalck, Thomas Cowperthwaite, Colin Doumont, Sam Willis, Philipp Hennig, Christopher Nemeth, Andrew Zammit-Mangion

CoRR, May, 2026

2025

We Still Don't Understand High-Dimensional Bayesian Optimization.

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

CoRR, December, 2025

Omnipresent Yet Overlooked: Heat Kernels in Combinatorial Bayesian Optimization.

Colin Doumont, Victor Picheny, Viacheslav Borovitskiy, Henry B. Moss

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025