El Houcine Bergou
Orcid: 0000-0001-8685-6974
According to our database1,
El Houcine Bergou
authored at least 38 papers
between 2014 and 2024.
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Bibliography
2024
SIAM J. Matrix Anal. Appl., 2024
Adaptive Sparsification and Quantization for Enhanced Energy Efficiency in Federated Learning.
IEEE Open J. Commun. Soc., 2024
EUREKHA: Enhancing User Representation for Key Hackers Identification in Underground Forums.
CoRR, 2024
Age-of-Information in UAV-assisted Networks: a Decentralized Multi-Agent Optimization.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
Semantic-Aware Resource Allocation in Constrained Networks with Limited User Participation.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
Latency Minimization in Heterogeneous Federated Learning through Joint Compression and Resource Allocation.
Proceedings of the 100th IEEE Vehicular Technology Conference, 2024
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024
Proceedings of the IEEE INFOCOM 2024, 2024
Tolerating Outliers: Gradient-Based Penalties for Byzantine Robustness and Inclusion.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Student At-Risk Identification and Classification Through Multitask Learning: A Case Study on the Moroccan Education System.
Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024
Investigating the Predictive Potential of Large Language Models in Student Dropout Prediction.
Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Trans. Mach. Learn. Res., 2023
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023
Proceedings of the IEEE International Conference on Communications, 2023
2022
INFORMS J. Optim., October, 2022
SIAM/ASA J. Uncertain. Quantification, 2022
Proceedings of the IEEE Global Communications Conference, 2022
2021
A Nonmonotone Matrix-Free Algorithm for Nonlinear Equality-Constrained Least-Squares Problems.
SIAM J. Sci. Comput., 2021
Complexity iteration analysis for strongly convex multi-objective optimization using a Newton path-following procedure.
Optim. Lett., 2021
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021
Outsmarting the Atmospheric Turbulence for Ground-Based Telescopes Using the Stochastic Levenberg-Marquardt Method.
Proceedings of the Euro-Par 2021: Parallel Processing, 2021
2020
SIAM J. Optim., 2020
Convergence and Complexity Analysis of a Levenberg-Marquardt Algorithm for Inverse Problems.
J. Optim. Theory Appl., 2020
A Nonmonotone Matrix-Free Algorithm for Nonlinear Equality-Constrained Inverse Problems.
CoRR, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
A Stochastic Derivative-Free Optimization Method with Importance Sampling: Theory and Learning to Control.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2018
A Line-Search Algorithm Inspired by the Adaptive Cubic Regularization Framework and Complexity Analysis.
J. Optim. Theory Appl., 2018
2017
On the use of the energy norm in trust-region and adaptive cubic regularization subproblems.
Comput. Optim. Appl., 2017
2016
Levenberg-Marquardt Methods Based on Probabilistic Gradient Models and Inexact Subproblem Solution, with Application to Data Assimilation.
SIAM/ASA J. Uncertain. Quantification, 2016
2014
The Exact Condition Number of the Truncated Singular Value Solution of a Linear Ill-Posed Problem.
SIAM J. Matrix Anal. Appl., 2014