2 citations · 4 across the 3 of their papers we have counts for
4 papers · 1 filter
Statistical learning and cross-validation for point processes
Ottmar Cronie, Mehdi Moradi, Christophe A. N. Biscio
This paper presents the first general (supervised) statistical learning framework for point processes in general spaces. Our approach is based on the combination of two new concept…
Inhomogeneous higher-order summary statistics for linear network point processes
Ottmar Cronie, Mehdi Moradi, Jorge Mateu
We introduce the notion of intensity reweighted moment pseudostationary point processes on linear networks. Based on arbitrary general regular linear network distances, we propose…
Resample-smoothing of Voronoi intensity estimators
M. Mehdi Moradi, Ottmar Cronie, Ege Rubak +3
Voronoi intensity estimators, which are non-parametric estimators for intensity functions of point processes, are both parameter-free and adaptive; the intensity estimate at a give…
Adaptive Algorithm for Sparse Signal Recovery
Fekadu L. Bayisa, Zhiyong Zhou, Ottmar Cronie +1
Spike and slab priors play a key role in inducing sparsity for sparse signal recovery. The use of such priors results in hard non-convex and mixed integer programming problems. Mos…