El Houcine Bergou

Convergence and Complexity Analysis of a Levenberg–Marquardt Algorithm for Inverse Problems

El Houcine Bergou, Youssef Diouane, Vyacheslav Kungurtsev · Journal of Optimization Theory and Applications · 2020 · 78 citations · Full text

Numerical Analysis, Complexity Analysis, Numerical Computation +7

GRACE: A Compressed Communication Framework for Distributed Machine Learning

Hang Xu, Chen-Yu Ho, Ahmed M. Abdelmoniem et al. · 2021 · 56 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +14

Compressed Communication for Distributed Deep Learning: Survey and Quantitative Evaluation

Hang Xu, Chen-Yu Ho, Ahmed M. Abdelmoniem et al. · King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) · 2020 · 43 citations · Full text

Levenberg--Marquardt Methods Based on Probabilistic Gradient Models and Inexact Subproblem Solution, with Application to Data Assimilation

El Houcine Bergou, L. N. Vicente · SIAM/ASA Journal on Uncertainty Quantification · 2016 · 37 citations · Full text

Numerical Analysis, Classical Levenberg, Engineering +17

Review article: Towards improved drought prediction in the Mediterranean region – modeling approaches and future directions

Bouchra Zellou, Nabil El Moçayd, El Houcine Bergou · Natural hazards and earth system sciences · 2023 · 25 citations · Full text

Hydrological Prediction, Engineering, Weather Forecasting +23