Abstract: In this paper, we propose a variational approach for the affine point set matching problems under the Bayesian probabilistic framework. A directed acyclic graph is provided for the ...

Abstract: The robust segmentation of different targets in multiple modality images is challenging due to factors such as low contrast, variations in target size and shape, and interference from ...

Whether it is a stock market crash, falling in love, or task switching in controlled behavioral experiment, life is full of "change-points" that cause the rules of the game to change abruptly, often ...

A ground-up implementation of Variational Bayesian Monte Carlo (VBMC), built through a series of notebooks that develop each required component from first principles. The project begins with Gaussian ...