Sequential Gradient Descent and Quasi-Newton's Method for Change-Point
AnalysisInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
A Semiparametric Approach to the Detection of Change-points in
Volatility Dynamics of Financial DataCommunications in statistics. Simulation and computation (Commun. Stat. - Simul. Comput.), 2022 |
Sequential (Quickest) Change Detection: Classical Results and New
DirectionsIEEE Journal on Selected Areas in Information Theory (JSAIT), 2021 |
Healthcare Cost Prediction: Leveraging Fine-grain Temporal PatternsJournal of Biomedical Informatics (JBI), 2019 |
On Optimal Multiple Changepoint Algorithms for Large DataStatistics and computing (Stat Comput), 2014 |
Segmentor3IsBack: an R package for the fast and exact segmentation of
Seq-dataAlgorithms for Molecular Biology (AMB), 2012 |