2 papers
cs.CY2022
An Audit Framework for Technical Assessment of Binary Classifiers
Debarati Bhaumik, Diptish Dey
Multilevel models using logistic regression (MLogRM) and random forest models (RFM) are increasingly deployed in industry for the purpose of binary classification. The European Com…
math.NA2020
Computing first passage times for Markov-modulated fluid models using numerical PDE problem solvers
Debarati Bhaumik, Marko A. A. Boon, Daan Crommelin +2
A popular method to compute first-passage probabilities in continuous-time Markov chains is by numerically inverting their Laplace transforms. Past decades, the scientific computin…