Gaetano Romano

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Change Point Detection

Detection Algorithm

Likelihood Ratio Test

Top Venues

J. Stat. Softw.

J. Mach. Learn. Res.

IEEE Trans. Signal Process.

Comput. Stat. Data Anal.

Publications

Gaetano Romano, Idris A. Eckley, Paul Fearnhead
A Log-Linear Nonparametric Online Changepoint Detection Algorithm Based on Functional Pruning. IEEE Trans. Signal Process. 72 (2024)
Kes Ward, Gaetano Romano, Idris A. Eckley, Paul Fearnhead
A constant-per-iteration likelihood ratio test for online changepoint detection for exponential family models. Stat. Comput. 34 (3) (2024)
Edward Austin, Gaetano Romano, Idris A. Eckley, Paul Fearnhead
Online non-parametric changepoint detection with application to monitoring operational performance of network devices. Comput. Stat. Data Anal. 177 (2023)
Vincent Runge, Toby Dylan Hocking, Gaetano Romano, Fatemeh Afghah, Paul Fearnhead, Guillem Rigaill
Package for Univariate Graph-Constrained Change-Point Detection. J. Stat. Softw. 106 (6) (2023)
Gaetano Romano, Idris A. Eckley, Paul Fearnhead, Guillem Rigaill
Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics. J. Mach. Learn. Res. 24 (2023)