Kernel Random Matrices of Large Concentrated Data: the Example of GAN-Generated Images
Amine Seddik, Mohamed El, Tamaazousti, Mohamed, Couillet, Romain
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
Optimization-Based Neural Networks Compression
Tahiri, Younes, Seddik, Mohamed El Amine, Tamaazousti, Mohamed
Published in 2021 IEEE International Conference on Image Processing (ICIP) (19.09.2021)
Published in 2021 IEEE International Conference on Image Processing (ICIP) (19.09.2021)
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Conference Proceeding
Generative collaborative networks for single image super-resolution
Seddik, Mohamed El Amine, Tamaazousti, Mohamed, Lin, John
Published in Neurocomputing (Amsterdam) (20.07.2020)
Published in Neurocomputing (Amsterdam) (20.07.2020)
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Journal Article
A Nested Matrix-Tensor Model for Noisy Multi-view Clustering
Seddik, Mohamed El Amine, Achab, Mastane, Goulart, Henrique, Debbah, Merouane
Year of Publication 31.05.2023
Year of Publication 31.05.2023
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Journal Article
Maximizing the Potential of Synthetic Data: Insights from Random Matrix Theory
Firdoussi, Aymane El, Seddik, Mohamed El Amine, Hayou, Soufiane, Alami, Reda, Alzubaidi, Ahmed, Hacid, Hakim
Year of Publication 11.10.2024
Year of Publication 11.10.2024
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Journal Article
Alignment with Preference Optimization Is All You Need for LLM Safety
Alami, Reda, Almansoori, Ali Khalifa, Alzubaidi, Ahmed, Seddik, Mohamed El Amine, Farooq, Mugariya, Hacid, Hakim
Year of Publication 12.09.2024
Year of Publication 12.09.2024
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Journal Article
How Bad is Training on Synthetic Data? A Statistical Analysis of Language Model Collapse
Seddik, Mohamed El Amine, Chen, Suei-Wen, Hayou, Soufiane, Youssef, Pierre, Debbah, Merouane
Year of Publication 07.04.2024
Year of Publication 07.04.2024
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Journal Article
Investigating Regularization of Self-Play Language Models
Alami, Reda, Abubaker, Abdalgader, Achab, Mastane, Seddik, Mohamed El Amine, Lahlou, Salem
Year of Publication 04.04.2024
Year of Publication 04.04.2024
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Journal Article
Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model
Lebeau, Hugo, Seddik, Mohamed El Amine, Goulart, José Henrique de Morais
Year of Publication 16.02.2024
Year of Publication 16.02.2024
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Journal Article
On the Accuracy of Hotelling-Type Asymmetric Tensor Deflation: A Random Tensor Analysis
Seddik, Mohamed El Amine, Guillaud, Maxime, Decurninge, Alexis, Goulart, José Henrique de Morais
Year of Publication 28.10.2023
Year of Publication 28.10.2023
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Journal Article