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 ...

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 ...

In this paper, researchers from Queen Mary University of London, UK, University of Oxford, UK, Memorial University of Newfoundland, Canada, and Google DeepMind Moutain View, CA, USA proposed a ...

A novel optimization technique enhances the speed and accuracy of Bayesian inference, streamlining scientific research by automating complex calculations and offering reliable uncertainty estimates.

Package implementing Bayesian age-period-cohort models with the focus on projections. BAPC uses integrated nested Laplace approximations (INLA) for full Bayesian inference. BAPC generates age-specific ...