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Colin Doumont

We Still Don't Understand High-Dimensional Bayesian Optimization
2025 · Doumont, Colin, Fan, Donney, et al. · arXiv (Cornell University) · 10
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Conditioning Gaussian Processes on Almost Anything
2026 · Moss, Henry, Astfalck, Lachlan, et al. · arXiv (Cornell University) · 5
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Search at the Cost of Sampling: Nearly-Instant Latent Space Bayesian Optimization
2026 · Fan, Donney, Doumont, Colin, et al. · arXiv (Cornell University) · 3
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BO-Arena
2026 · Christie, Thomas, Doumont, Colin, et al. · Harvard Dataverse
Fast Bayesian Optimization Through Linear Models
2026 · Doumont, Colin, Moss, Henry, et al. · arXiv (Cornell University)
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Omnipresent Yet Overlooked: Heat Kernels in Combinatorial Bayesian Optimization
2025 · Colin Doumont, Victor Picheny, et al. · neural information processing systems
Works count: 7
Citation count: 18
H-index: 3
I10-index: 1
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