Carles Domingo-Enrich
2 papers · Latest:
Statistical Machine Learning
A unified perspective on fine-tuning and sampling with diffusion and flow models
This paper unifies fine-tuning and sampling for diffusion/flow models using exponential tilting, revealing gradient variance properties and supporting adjoint-based methods.
2605.00229
Statistical Machine LearningRare Event Analysis via Stochastic Optimal Control
A stochastic optimal control framework is proposed for rare event analysis, accurately estimating committor functions and improving kinetic predictions.
2604.13213
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