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19992025
most citedExistence and instability of standing waves with prescribed norm for a class of Schrödinger-Poisson equations

265 citations

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18 papers · 1 filter

math.ST2025

Distributional regression with reject option

Ahmed Zaoui, Clément Dombry

Selective prediction, where a model has the option to abstain from making a decision, is crucial for machine learning applications in which mistakes are costly. In this work, we fo…

math.ST2024

Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation

Clément Dombry, Ahmed Zaoui

Distributional regression aims at estimating the conditional distribution of a targetvariable given explanatory co-variates. It is a crucial tool for forecasting whena precise unce…

math.ST2024

Pareto processes for threshold exceedances in spatial extremes

Clement Dombry, Juliette Legrand, Thomas Opitz

We review some recent development in the theory of spatial extremes related to Pareto Processes and modeling of threshold exceedances. We provide theoretical background, methodolog…

math.ST2024★ 3 cited

Estimating weak periodic vector autoregressive time series

Yacouba Boubacar Maïnassara, Eugen Ursu

This article develops the asymptotic distribution of the least squares estimator of the model parameters in periodicvector autoregressive time series models (hereafter PVAR) with u…

math.ST2024

Estimation of subcritical Galton Watson processes with correlated immigration

Yacouba Boubacar Mainassara, Landy Rabehasaina

We consider an observed subcritical Galton Watson process with correlated stationary immigration process . Two situations a…

math.ST2023

Stone's theorem for distributional regression in Wasserstein distance

Clément Dombry, Thibault Modeste, Romain Pic

We extend the celebrated Stone's theorem to the framework of distributional regression. More precisely, we prove that weighted empirical distribution with local probability weights…