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Christian K. Belardi

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#machine learning Preprint Aug 2026

Optimize Your Sampling: Tuned Diffusion Sampling with Bayesian Optimization

Optizing Your Sampling (OYS), which instead treats timestep selection as a black-box optimization problem, optimizing the target metric directly with Bayesian optimization, improves both simple and sophisticated samplers such as Euler and DPM-Solver++.

Travis Zhang, Christian K. Belardi, Justin Lovelace et al. · 0 citations