1 citations · 1 across the 2 of their papers we have counts for
3 papers
A generalized Bayesian approach to multiple changepoint analysis
Yuhui Wang, Andrew M. Thomas, Michael Jauch
We introduce a generalized Bayesian method for multiple changepoint analysis with a loss function inspired by multinomial logistic regression. The method does not require a specifi…
Atomic Resolution Observations of Nanoparticle Surface Dynamics and Instabilities Enabled by Artificial Intelligence
Peter A. Crozier, Matan Leibovich, Piyush Haluai +9
Nanoparticle surface structural dynamics is believed to play a significant role in regulating functionalities such as diffusion, reactivity, and catalysis but the atomic-level proc…
Bayesian changepoint detection via logistic regression and the topological analysis of image series
Andrew M. Thomas, Michael Jauch, David S. Matteson
We present a Bayesian method for multivariate changepoint detection that allows for simultaneous inference on the location of a changepoint and the coefficients of a logistic regre…