Supervised learning as an inverse problem based on non-smooth loss function

Soufiane Lyaqini; Mohamed Quafafou; Mourad Nachaoui; Abdelkrim Chakib

Journal Articles Knowledge and Information Systems (KAIS) Year : 2020

Supervised learning as an inverse problem based on non-smooth loss function

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Soufiane Lyaqini

Function : Author
PersonId : 1063868

LIRST Laboratory - Sultan Moulay Slimane University - Maroc

Mohamed Quafafou

Function : Author
PersonId : 1056801

Data Mining at scale

Mourad Nachaoui

Function : Author
PersonId : 922127

LIRST Laboratory - Sultan Moulay Slimane University - Maroc

Abdelkrim Chakib

Function : Author
PersonId : 839542

Laboratoire de mathématiques et applications

Domains

Computer Science [cs] Machine Learning [cs.LG]

Mohamed Quafafou : Connect in order to contact the contributor

https://hal.inria.fr/hal-02459466

Submitted on : Wednesday, January 29, 2020-2:01:24 PM

Last modification on : Wednesday, February 8, 2023-5:11:11 PM

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hal-02459466 , version 1 (29-01-2020)

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HAL Id : hal-02459466 , version 1

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Soufiane Lyaqini, Mohamed Quafafou, Mourad Nachaoui, Abdelkrim Chakib. Supervised learning as an inverse problem based on non-smooth loss function. Knowledge and Information Systems (KAIS), In press. ⟨hal-02459466⟩

Supervised learning as an inverse problem based on non-smooth loss function

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