Tamim El Ahmad

According to our database, Tamim El Ahmad authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

Learning deep kernel networks : application to efficient and robust structured prediction. (Apprentissage de réseaux profonds à noyaux pour la prédiction structurée efficace et robuste).

Tamim El Ahmad

PhD thesis, 2024

Deep Sketched Output Kernel Regression for Structured Prediction.

Tamim El Ahmad, Junjie Yang, Pierre Laforgue, Florence d'Alché-Buc

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels.

Tamim El Ahmad, Luc Brogat-Motte, Pierre Laforgue, Florence d'Alché-Buc

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Fast Kernel Methods for Generic Lipschitz Losses via p-Sparsified Sketches.

Tamim El Ahmad, Pierre Laforgue, Florence d'Alché-Buc

Trans. Mach. Learn. Res., 2023

2022

p-Sparsified Sketches for Fast Multiple Output Kernel Methods.

Tamim El Ahmad, Pierre Laforgue, Florence d'Alché-Buc

CoRR, 2022