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Mustapha Lebbah

Université de Versailles Saint-Quentin-en-Yvelines

45 avenue des Etats-Unis,

Versailles, 78035

France

SCHOLARLY PAPERS

3

DOWNLOADS

182

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Redesigning Deep Neural Networks: Bridging Game Theory and Statistical Physics

Number of pages: 31 Posted: 17 Mar 2025
Université Paris-Saclay Campus UVSQ, affiliation not provided to SSRN, Université Sorbonne Paris Nord, Université de Versailles Saint-Quentin-en-Yvelines and Université Sorbonne Paris Nord
Downloads 90 (747,755)

Abstract:

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Analysis of Deep Neural Networks, Fusion of Game Theory and Statistical Physics, Loss Regularization based on Shapley Value, Explainability based on Banzhaf Power Index

2.

Cluster-Based Activation Normalization for Neural Networks

Number of pages: 23 Posted: 12 Jun 2024
Bilal FAYE, Hanene Azzag, Mustapha Lebbah and djamel Bouchaffra
Université Sorbonne Paris Nord, Université Sorbonne Paris Nord, Université de Versailles Saint-Quentin-en-Yvelines and affiliation not provided to SSRN
Downloads 47 (1,097,529)

Abstract:

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Activation Normalization, Deep Neural Networks, Gaussian Mixture Models, Cluster-based Normalization

3.

Distributed Inference Algorithm for Dirichlet Process Mixture Models with a Generalization to Exponential Family

Number of pages: 40 Posted: 04 Jun 2024
affiliation not provided to SSRN, Université de Versailles Saint-Quentin-en-Yvelines, Université Sorbonne Paris Nord, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 45 (1,121,190)

Abstract:

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Federated Learning, Distributed computing, Dirichlet process mixture models, Markov Chain Monte Carlo, Bayesian non-parametric