activity
20102020
most citedMean-Field Learning: a Survey

6 citations · 24 across the 10 of their papers we have counts for

collaborators

16 papers

math.OC2020

Stochastic Programming with Primal-Dual Dynamics: A Mean-Field Game Approach

Casper T. Röling, Dario Bauso, Hamidou Tembine

This study addresses primal-dual dynamics for a stochastic programming problem for capacity network design. It is proven that consensus can be achieved on the \textit{here and now}…

math.OC2020

Controlling Propagation of epidemics via mean-field control

Wonjun Lee, Siting Liu, Hamidou Tembine +2

The coronavirus disease 2019 (COVID-19) pandemic is changing and impacting lives on a global scale. In this paper, we introduce a mean-field game model in controlling the propagati…

math.OC20192 cited

Matrix-Valued Mean-Field-Type Games: Risk-Sensitive, Adversarial, and Risk-Neutral Linear-Quadratic Case

Julian Barreiro-Gomez, Tyrone E. Duncan, Hamidou Tembine

In this paper we study a class of matrix-valued linear-quadratic mean-field-type games for both the risk-neutral, risk-sensitive and robust cases. Non-cooperation, full cooperation…

math.OC2018

Semi-Explicit Solutions to some Non-Linear Non-Quadratic Mean-Field-Type Games: A Direct Method

Julian Barreiro-Gomez, Tyrone E. Duncan, Bozenna Pasik-Duncan +1

This article examines mean-field-type game problems by means of a direct method. We provide various solvable examples beyond the classical linear-quadratic game problems. These inc…

cs.LG2018

Nonparallel Emotional Speech Conversion

Jian Gao, Deep Chakraborty, Hamidou Tembine +1

We propose a nonparallel data-driven emotional speech conversion method. It enables the transfer of emotion-related characteristics of a speech signal while preserving the speaker'…

math.PR2018

A Stochastic Maximum Principle for Markov chains of mean-field type

Salah Eddine Choutri, Hamidou Tembine

We derive sufficient and necessary optimality conditions in terms of a stochastic maximum principle (SMP) for controls associated with cost functionals of mean-field type, under dy…