Reda Chhaibi

According to our database, Reda Chhaibi authored at least 13 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Feature Representation Transferring to Lightweight Models via Perception Coherence.

Hai-Vy Nguyen, Fabrice Gamboa, Sixin Zhang, Reda Chhaibi, Serge Gratton, Thierry Giaccone

Trans. Mach. Learn. Res., 2026

Training More Robust Classification Model via Discriminative Loss and Gaussian Noise Injection.

Hai-Vy Nguyen, Fabrice Gamboa, Sixin Zhang, Reda Chhaibi, Serge Gratton, Thierry Giaccone

Trans. Mach. Learn. Res., 2026

2025

Faster Computation of Entropic Optimal Transport via Stable Low Frequency Modes.

Reda Chhaibi, Serge Gratton, Samuel Vaiter

CoRR, June, 2025

Convolutional Rectangular Attention Module.

Hai-Vy Nguyen, Fabrice Gamboa, Sixin Zhang, Reda Chhaibi, Serge Gratton, Thierry Giaccone

CoRR, March, 2025

2024

Algebra of Nonlocal Boxes and the Collapse of Communication Complexity.

Pierre Botteron, Anne Broadbent, Reda Chhaibi, Ion Nechita, Clément Pellegrini

Quantum, 2024

Large Margin Discriminative Loss for Classification.

Hai-Vy Nguyen, Fabrice Gamboa, Sixin Zhang, Reda Chhaibi, Serge Gratton, Thierry Giaccone

CoRR, 2024

Sensitivity Analysis for Active Sampling, with Applications to the Simulation of Analog Circuits.

Reda Chhaibi, Fabrice Gamboa, Christophe Oger, Vinicius Oliveira, Clément Pellegrini, Damien Remot

CoRR, 2024

Statistical Edge Detection And UDF Learning For Shape Representation.

Virgile Foy, Fabrice Gamboa, Reda Chhaibi

CoRR, 2024

Combining Statistical Depth and Fermat Distance for Uncertainty Quantification.

Hai-Vy Nguyen, Fabrice Gamboa, Reda Chhaibi, Sixin Zhang, Serge Gratton, Thierry Giaccone

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

To spike or not to spike: the whims of the Wonham filter in the strong noise regime.

Cédric Bernardin, Reda Chhaibi, Joseph Najnudel, Clément Pellegrini

CoRR, 2022

Free Probability for predicting the performance of feed-forward fully connected neural networks.

Reda Chhaibi, Tariq Daouda, Ezechiel Kahn

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Free Probability, Newton lilypads and Jacobians of neural networks.

Reda Chhaibi, Tariq Daouda, Ezechiel Kahn

CoRR, 2021

2020

Geodesics in fibered latent spaces: A geometric approach to learning correspondences between conditions.

Tariq Daouda, Reda Chhaibi, Prudencio Tossou, Alexandra-Chloé Villani

CoRR, 2020