Items where Author is "Rigaill, Guillem"

Pishchagina, Liudmila and Romano, Gaetano and Fearnhead, Paul and Runge, Vincent and Rigaill, Guillem (2023) Online Multivariate Changepoint Detection : Leveraging Links With Computational Geometry. Other. Arxiv.

Romano, Gaetano and Eckley, Idris A and Fearnhead, Paul and Rigaill, Guillem (2023) Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics. Journal of Machine Learning Research, 24. pp. 1-36. ISSN 1532-4435

Runge, Vincent and Hocking, Toby Dylan and Romano, Gaetano and Afghah, Fatemeh and Fearnhead, Paul and Rigaill, Guillem (2023) gfpop : An R Package for Univariate Graph-Constrained Change-Point Detection. Journal of Statistical Software, 106 (6). 1–39. ISSN 1548-7660

Romano, Gaetano and Rigaill, Guillem and Runge, Vincent and Fearnhead, Paul (2022) Detecting Abrupt Changes in the Presence of Local Fluctuations and Autocorrelated Noise. Journal of the American Statistical Association, 117 (540). pp. 2147-2162. ISSN 0162-1459

Hocking, Toby Dylan and Rigaill, Guillem and Fearnhead, Paul and Bourque, Guillaume (2022) Generalized Functional Pruning Optimal Partitioning (GFPOP) for Constrained Changepoint Detection in Genomic Data. Journal of Statistical Software, 101 (10). ISSN 1548-7660

Romano, Gaetano and Eckley, Idris and Fearnhead, Paul and Rigaill, Guillem (2021) Fast Online Changepoint Detection via Functional Pruning CUSUM statistics. arxiv.org.

Fearnhead, Paul and Rigaill, Guillem (2020) Relating and Comparing Methods for Detecting Changes in Mean. Stat, 9 (1): e291. ISSN 2049-1573

Hocking, Toby Dylan and Rigaill, Guillem and Fearnhead, Paul and Bourque, Guillaume (2020) Constrained Dynamic Programming and Supervised Penalty Learning Algorithms for Peak Detection in Genomic Data. Journal of Machine Learning Research, 21. pp. 1-40. ISSN 1532-4435

Fearnhead, Paul and Rigaill, Guillem (2019) Changepoint Detection in the Presence of Outliers. Journal of the American Statistical Association, 114 (525). pp. 169-183. ISSN 0162-1459

Maidstone, Robert and Hocking, Toby and Rigaill, Guillem and Fearnhead, Paul (2016) On optimal multiple changepoint algorithms for large data. Statistics and Computing. ISSN 0960-3174

Maidstone, Robert and Hocking, Toby and Rigaill, Guillem and Fearnhead, Paul (2014) On optimal multiple changepoint algorithms for large data. arxiv.org.