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  • Skander Karkar

  • PhD student
  • Team: MLIA

Publications

  • Skander Karkar, Ibrahim Ayed, Emmanuel de Bézenac, Patrick Gallinari. Module-wise Training of Neural Networks via the Minimizing Movement Scheme. Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023), Dec 2023, New Orleans (Louisiana), United States. ⟨hal-04223364⟩
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  • Skander Karkar. Unveiling the Transport Dynamics of Neural Networks: A Least Action Principle for Deep Learning. Artificial Intelligence [cs.AI]. Sorbonne Université, 2023. English. ⟨NNT : 2023SORUS306⟩. ⟨tel-04294849⟩
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  • Ahmed Skander Karkar. Unveiling the Transport Dynamics of Neural Networks : a Least Action Principle for Deep Learning. Neural and Evolutionary Computing [cs.NE]. Sorbonne Université, 2023. English. ⟨NNT : 2023SORUS306⟩. ⟨tel-04296347⟩
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  • Skander Karkar, Patrick Gallinari, Alain Rakotomamonjy. Adversarial Sample Detection Through Neural Network Transport Dynamics. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2023), Sep 2023, Torino, Italy. ⟨hal-04120861⟩
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