My research centers on understanding and improving the generalization of Probabilistic Circuits (PCs). Specifically, I analyze how the geometry of the log-likelihood surface, captured by the Hessian matrix, relates to model generalizability, and design regularization strategies that exploit this relationship.

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https://seekayan.github.io/