output
20102026
most citedAn efficient Averaged Stochastic Gauss-Newton algorithm for estimating parameters of non linear regressions models

8 citations

28 papers

math.OC2026

Stochastic Control of Addiction with State-Dependent Jump Relapse

Dounia Aissi, Ioana Ciotir, Dan Goreac +1

We study a continuous-time rational addiction model where addiction capital follows a piecewise deterministic Markov process with state-dependent jumps capturing relapse and recove…

math.ST2026

Complexity reduction in online stochastic Newton methods with potential O(N d) total cost

Antoine Godichon-Baggioni, Bruno Portier, Guillaume Sallé

Optimizing smooth convex functions in stochastic settings, where only noisy estimates of gradients and Hessians are available, is a fundamental problem in optimization. While first…

stat.AP2025

Geographically Weighted Regression for Air Quality Low-Cost Sensor Calibration

Jean-Michel Poggi, Bruno Portier, Emma Thulliez

This article focuses on the use of Geographically Weighted Regression (GWR) method to correct air quality low-cost sensors measurements. Those sensors are of major interest in the…

stat.AP2025

Using low-cost sensors to improve NO2 concentration maps derived from physico-chemical models

Emma Thulliez, Camille Coron

Urban air quality is a major concern today. Concentrations of pollutants, such as nitrogen dioxide, must be monitored to ensure that they do not exceed hazardous thresholds. For th…

stat.AP2025

Debiasing physico-chemical models in air quality monitoring by combining different pollutant concentration measures

Benjamin Auder, Camille Coron, Jean-Michel Poggi +1

Air quality monitoring requires to produce accurate estimation of nitrogen dioxide or fine particulate matter concentration maps, at different moments. A typical strategy is to com…

math.AP2025

Beyond uniqueness: Relaxation calculus of junction conditions for coercive Hamilton-Jacobi equations

Nicolas Forcadel, Regis Monneau

A junction is a particular network given by the collection of half lines glued together at the origin. On such a junction, we consider evolutive Hamilton-Jac…