34 citations · 176 across the 21 of their papers we have counts for
4 papers · 1 filter
Change point localization in dependent dynamic nonparametric random dot product graphs
Oscar Hernan Madrid Padilla, Yi Yu, Carey E. Priebe
In this paper, we study the offline change point localization problem in a sequence of dependent nonparametric random dot product graphs. To be specific, assume that at every time…
Optimal nonparametric multivariate change point detection and localization
Oscar Hernan Madrid Padilla, Yi Yu, Daren Wang +1
We study the multivariate nonparametric change point detection problem, where the data are a sequence of independent -dimensional random vectors whose distributions are piecewis…
Localizing Changes in High-Dimensional Vector Autoregressive Processes
Daren Wang, Yi Yu, Alessandro Rinaldo +1
Autoregressive models capture stochastic processes in which past realizations determine the generative distribution of new data; they arise naturally in a variety of industrial, bi…
Optimal nonparametric change point detection and localization
Oscar Hernan Madrid Padilla, Yi Yu, Daren Wang +1
We study change point detection and localization for univariate data in fully nonparametric settings in which, at each time point, we acquire an i.i.d. sample from an unknown distr…