Abdellatif Zaidi

Université Gustave Eiffel — France

Engineering · Physical Sciences

20h-index1.2kcitations186works0.62yr avg
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Research Topics

Wireless Communication Security Techniques(118), Cooperative Communication and Network Coding(100), Advanced Wireless Communication Technologies(30), Advanced MIMO Systems Optimization(27), Full-Duplex Wireless Communications(27)

Publications186 total

Multi-View Representation Learning Regularizer with Gaussian-Product Mixture Prior
2025
Generalization Guarantees for Multi-View Representation Learning and Application to Regularization via Gaussian Product Mixture Prior
arXiv (Cornell University)·2025Open Access
Heterogeneity Matters even More in Distributed Learning: Study from Generalization Perspective
arXiv (Cornell University)·2025Open Access
Minimal Communication-Cost Statistical Learning
2024· 1 cited
Data-Dependent Generalization Bounds via Variable-Size Compressibility
2024
Data-Dependent Generalization Bounds via Variable-Size Compressibility
IEEE Transactions on Information Theory·2024· 4 cited
Minimal Communication-Cost Statistical Learning
arXiv (Cornell University)·2024Open Access
Minimum Description Length and Generalization Guarantees for Representation Learning
arXiv (Cornell University)·2024Open Access
Data-dependent Generalization Bounds via Variable-size Compressibility
2023Open Access
Data-dependent Generalization Bounds via Variable-size Compressibility
2023Open Access
More Communication Does Not Result in Smaller Generalization Error in Federated Learning
2023· 2 cited
Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD
arXiv (Cornell University)·2023Open Access
In-Network Learning: Distributed Training and Inference in Networks
Entropy·2023· 5 citedOpen Access
Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often!
arXiv (Cornell University)·2023· 2 citedOpen Access
More Communication Does Not Result in Smaller Generalization Error in Federated Learning
arXiv (Cornell University)·2023Open Access
Data-dependent Generalization Bounds via Variable-Size Compressibility
arXiv (Cornell University)·2023Open Access
Rate-Exponent Region for a Class of Distributed Hypothesis Testing Against Conditional Independence Problems
IEEE Transactions on Information Theory·2022· 3 citedOpen Access
Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning
arXiv (Cornell University)·2022· 4 citedOpen Access
In-network Learning for Distributed Training and Inference in Networks
2021 IEEE Globecom Workshops (GC Wkshps)·2021· 12 cited
On In-network learning. A Comparative Study with Federated and Split Learning
2021Open Access
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Frequent Co-authors

Luc Vandendorpe(25), Shlomo Shamai(9), Iñaki Estella Aguerri(8), Jérôme Louveaux(7), Mohieddine El Soussi(6), Zohaib Hassan Awan(5), Pablo Piantanida(4), Pierre Duhamel(4), J. Nicholas Laneman(3), Onur Oğuz(3), Michèle Wigger(3), Meryem Benammar(3), Rodolfo Torrea Duran(2), Shiva Prasad Kotagiri(2), Chien-Yi Wang(2), Yiğit Uğur(2), R. Boyer(1), Shivaprasad Kotagiri(1), Pablo Piantanida(1), Giuseppe Caire(1)