12 citations · 17 across the 13 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
stat.ML2019
Bayesian Model Selection for Change Point Detection and Clustering
Othmane Mazhar, Cristian R. Rojas, Carlo Fischione +1
We address the new problem of estimating a piece-wise constant signal with the purpose of detecting its change points and the levels of clusters. Our approach is to model it as a n…
math.ST2019
Finite impulse response models: A non-asymptotic analysis of the least squares estimator
Boualem Djehiche, Othmane Mazhar, Cristian R. Rojas
We consider a finite impulse response system with centered independent sub-Gaussian design covariates and noise components that are not necessarily identically distributed. We deri…