Haoze Hou

MissScore: High-Order Score Estimation in the Presence of Missing Data

Score-based generative models are essential in various machine learning applications, with strong capabilities in generation quality. In particular, high-order derivatives (scores) of data density offer deep insights into data distributions, building on the proven effectiveness of first-order scores…