Some Smooth Divergences for ℓ1 −Approximations

Bertrand P, Stummer W (2026)

Publication Type: Conference contribution

Publication year: 2026

Journal

Lecture Notes in Computer Science Springer Verlag

Publisher: Springer Science and Business Media Deutschland GmbH

Book Volume: 16033 LNCS

Pages Range: 359-368

Conference Proceedings Title: Lecture Notes in Computer Science

Event location: Saint-Malo, FRA

ISBN: 9783032039170

DOI: 10.1007/978-3-032-03918-7_37

Abstract

For some smooth special case of generalized ϕ−divergences as well as of new divergences (called scaled shift divergences), we derive approximations of the omnipresent (weighted) ℓ1−distance and (weighted) ℓ1−norm.

Authors with CRIS profile

Wolfgang Stummer Professur für Mathematik

Involved external institutions

Aix-Marseille University / Aix-Marseille Université FR France (FR)

How to cite

APA:

Bertrand, P., & Stummer, W. (2026). Some Smooth Divergences for ℓ1 −Approximations. In Frank Nielsen, Frédéric Barbaresco (Eds.), Lecture Notes in Computer Science (pp. 359-368). Saint-Malo, FRA: Springer Science and Business Media Deutschland GmbH.

MLA:

Bertrand, Pierre, and Wolfgang Stummer. "Some Smooth Divergences for ℓ1 −Approximations." Proceedings of the 7th International Conference on Geometric Science of Information, GSI 2025, Saint-Malo, FRA Ed. Frank Nielsen, Frédéric Barbaresco, Springer Science and Business Media Deutschland GmbH, 2026. 359-368.

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