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20092025
most citedActive Learning of Inverse Models with Intrinsically Motivated Goal Exploration in Robots

451 citations

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math.PR2025

McKean-Vlasov equations with singular coefficients - a review of recent results

Luca Bondi, Elena Issoglio, Francesco Russo

This paper focuses on recent works on McKean-Vlasov stochastic differential equations (SDEs) involving singular coefficients. After recalling the classical framework, we review exi…

math.PR2025

-It{ô} chain rules and generalized solutions of parabolic PDEs

Carlo Ciccarella, Francesco Russo

In this paper we first establish an Itô formula for a finite quadratic variation process expanding when is of class in space and is absolutely continuous…

math.PR2024

Estimation of the lifetime distribution from fluctuations in Bellman-Harris processes

Jules Olayé, Hala Bouzidi, Andrey Aristov +4

The growth of a population is often modeled as branching process where each individual at the end of its life is replaced by a certain number of offspring. An example of these bran…

math.PR2022

Weak Dirichlet processes and generalized martingale problems

Elena Bandini, Francesco Russo

In this paper we explain how the notion of ''weak Dirichlet process'' is the suitable generalization of the one of semimartingale with jumps. For such a process we provide a unique…

math.PR2021

McKean SDEs with singular coefficients

Elena Issoglio, Francesco Russo

The paper investigates existence and uniqueness for a stochastic differential equation (SDE) with distributional drift depending on the law density of the solution. Those equations…

math.PR2020

On some path-dependent SDEs involving distributional drifts

Alberto Ohashi, Francesco Russo, Alan Teixeira

In this paper, we study (strong and weak) existence and uniqueness of a class of non-Markovian SDEs whose drift contains the derivative in the sense of distributionsof a continuous…