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Optimal partition recovery in general graphs

Yu, Yi ; Madrid-Padilla, Oscar-Hernan ; Rinaldo, Alessandro ( April 2022 , Proceedings of The 25th International Conference on Artificial Intelligence and Statistics)

Free, publicly-accessible full text available April 1, 2023
Denoising and change point localisation in piecewise-constant high-dimensional regression

Wang, Fan ; Madrid-Padilla, Oscar-Hernan ; Yu, Yi ; Rinaldo, Alessandro ( April 2022 , Proceedings of The 25th International Conference on Artificial Intelligence and Statistics)

Free, publicly-accessible full text available April 1, 2023
Nonparametric Iterated-Logarithm Extensions of the Sequential Generalized Likelihood Ratio Test

https://doi.org/10.1109/JSAIT.2021.3081105

Shin, Jaehyeok ; Ramdas, Aaditya ; Rinaldo, Alessandro ( June 2021 , IEEE Journal on Selected Areas in Information Theory)

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Optimal nonparametric change point analysis

https://doi.org/10.1214/21-EJS1809

Madrid Padilla, Oscar Hernan ; Yu, Yi ; Wang, Daren ; Rinaldo, Alessandro ( January 2021 , Electronic Journal of Statistics)

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Localizing Changes in High-Dimensional Regression Models

Rinaldo, A. ; Wang, D. ; Willett, R. ; Yu, Y. ( January 2021 , Proceedings of Machine Learning Research)

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