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Aris Daniilidis, Laurent Miclo et David Salas
vol. 287, n° 11, 2024, 54 pages
Laurent Miclo
vol. 29, n° 76, 2024, p. 1–12
Marc Arnaudon, Koléhè Coulibaly-Pasquier et Laurent Miclo
vol. 29, 2024, p. 1–43
Sébastien Gadat et Clément Lalanne
vol. 235, « ICML'24: Proceedings of the 41st International Conference on Machine Learning », 2024, p. 25936 – 25975
Fueled by the ever-increasing need for statistics that guarantee the privacy of their training sets, this article studies the centrally-private estimation of Sobolev-smooth densities of probability over the hypercube in dimension d. The contributions of this article are two-fold : Firstly, it...
Jean-Bernard Lasserre
2024
vol. 362, 2024, p. 1455–1473
Jean-Bernard Lasserre et Yuan Xu
Yukai Tang, Jean-Bernard Lasserre et Heng Yang
vol. 242, 2024, p. 286–-298
Set-membership estimation (SME) outputs a set estimator that guarantees to cover the groundtruth. Such sets are, however, defined by (many) abstract (and potentially nonconvex) constraints and therefore difficult to manipulate. We present tractable algorithms to compute simple and tight...
Farid Gasmi et Jose Aurazo
vol. 69, n° 101113, décembre 2024
Digitalization of retail payments has facilitated financial inclusion. This is recognized to stimulate growth, alleviate poverty, and address gender disparities in the financial sector. This paper closely examines four prominent payment solutions in the developing world, namely M-Pesa in Kenya, UPI...
