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math.ST2022★ 1 cited
Scalable and adaptive variational Bayes methods for Hawkes processes
Deborah Sulem, Vincent Rivoirard, Judith Rousseau
Hawkes processes are often applied to model dependence and interaction phenomena in multivariate event data sets, such as neuronal spike trains, social interactions, and financial…
math.ST2022
Adaptive warped kernel estimation for nonparametric regression with circular responses
Tien Dat Nguyen, Thanh Mai Pham Ngoc, Vincent Rivoirard
In this paper, we deal with nonparametric regression for circular data, meaning that observations are represented by points lying on the unit circle. We propose a kernel estimation…