El Houcine Bergou

499 total citations
27 papers, 247 citations indexed

About

El Houcine Bergou is a scholar working on Computer Networks and Communications, Artificial Intelligence and Computational Mechanics. According to data from OpenAlex, El Houcine Bergou has authored 27 papers receiving a total of 247 indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Computer Networks and Communications, 9 papers in Artificial Intelligence and 7 papers in Computational Mechanics. Recurrent topics in El Houcine Bergou's work include Sparse and Compressive Sensing Techniques (6 papers), Matrix Theory and Algorithms (6 papers) and Age of Information Optimization (5 papers). El Houcine Bergou is often cited by papers focused on Sparse and Compressive Sensing Techniques (6 papers), Matrix Theory and Algorithms (6 papers) and Age of Information Optimization (5 papers). El Houcine Bergou collaborates with scholars based in Morocco, France and Czechia. El Houcine Bergou's co-authors include Youssef Diouane, Vyacheslav Kungurtsev, Marco Canini, Chen-Yu Ho, Hang Xu, Ahmed M. Abdelmoniem, Panos Kalnis, L. N. Vicente, Jan Mandel and Serge Gratton and has published in prestigious journals such as SIAM Journal on Scientific Computing, Natural hazards and earth system sciences and Journal of Optimization Theory and Applications.

In The Last Decade

El Houcine Bergou

25 papers receiving 241 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
El Houcine Bergou Morocco 9 107 65 44 39 36 27 247
Boumediene Hamzi United States 12 148 1.4× 43 0.7× 15 0.3× 17 0.4× 36 1.0× 59 472
Youssef Diouane France 8 76 0.7× 54 0.8× 49 1.1× 13 0.3× 114 3.2× 36 284
Charles Garrett United States 7 84 0.8× 73 1.1× 13 0.3× 8 0.2× 51 1.4× 12 256
Wenxing Zhang China 6 27 0.3× 78 1.2× 26 0.6× 80 2.1× 27 0.8× 36 329
Lianlei Lin China 10 44 0.4× 133 2.0× 47 1.1× 36 0.9× 22 0.6× 40 337
Guojie Song China 10 52 0.5× 35 0.5× 75 1.7× 35 0.9× 11 0.3× 41 314
S. Mohammad Hosseini Iran 8 35 0.3× 39 0.6× 42 1.0× 51 1.3× 25 0.7× 24 277
Carmeliza Navasca United States 9 35 0.3× 73 1.1× 34 0.8× 38 1.0× 126 3.5× 22 351
Christèle Faure France 6 49 0.5× 96 1.5× 82 1.9× 9 0.2× 136 3.8× 18 359

Countries citing papers authored by El Houcine Bergou

Since Specialization
Citations

This map shows the geographic impact of El Houcine Bergou's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by El Houcine Bergou with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites El Houcine Bergou more than expected).

Fields of papers citing papers by El Houcine Bergou

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by El Houcine Bergou. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by El Houcine Bergou. The network helps show where El Houcine Bergou may publish in the future.

Co-authorship network of co-authors of El Houcine Bergou

This figure shows the co-authorship network connecting the top 25 collaborators of El Houcine Bergou. A scholar is included among the top collaborators of El Houcine Bergou based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with El Houcine Bergou. El Houcine Bergou is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Bergou, El Houcine, et al.. (2024). Semantic-Aware Resource Allocation in Constrained Networks with Limited User Participation. 1–6. 2 indexed citations
2.
Bergou, El Houcine, et al.. (2024). Age-of-Information in UAV-assisted Networks: a Decentralized Multi-Agent Optimization. 1–6. 1 indexed citations
3.
Bergou, El Houcine, et al.. (2024). A Note on the Randomized Kaczmarz Algorithm for Solving Doubly Noisy Linear Systems. SIAM Journal on Matrix Analysis and Applications. 45(2). 992–1006. 1 indexed citations
4.
Bergou, El Houcine, et al.. (2024). Adaptive Sparsification and Quantization for Enhanced Energy Efficiency in Federated Learning. IEEE Open Journal of the Communications Society. 5. 4307–4321. 5 indexed citations
5.
Richtárik, Peter, et al.. (2024). Minibatch Stochastic Three Points Method for Unconstrained Smooth Minimization. Proceedings of the AAAI Conference on Artificial Intelligence. 38(18). 20344–20352. 1 indexed citations
6.
7.
Bergou, El Houcine, et al.. (2024). Client selection in federated learning based on gradients importance. AIP conference proceedings. 3063. 100005–100005. 11 indexed citations
8.
Bergou, El Houcine, et al.. (2023). Joint Probability Selection and Power Allocation for Federated Learning. 1–6. 1 indexed citations
9.
Moçayd, Nabil El, et al.. (2023). Review article: Towards improved drought prediction in the Mediterranean region – modeling approaches and future directions. Natural hazards and earth system sciences. 23(11). 3543–3583. 9 indexed citations
10.
Bergou, El Houcine, et al.. (2022). A Subsampling Line-Search Method with Second-Order Results. arXiv (Cornell University). 4(4). 403–425. 6 indexed citations
11.
Bergou, El Houcine, et al.. (2021). A Nonmonotone Matrix-Free Algorithm for Nonlinear Equality-Constrained Least-Squares Problems. SIAM Journal on Scientific Computing. 43(5). S743–S766. 2 indexed citations
12.
Xu, Hang, Chen-Yu Ho, Ahmed M. Abdelmoniem, et al.. (2021). GRACE: A Compressed Communication Framework for Distributed Machine Learning. King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology). 561–572. 40 indexed citations
13.
Bergou, El Houcine, Youssef Diouane, & Vyacheslav Kungurtsev. (2020). Convergence and Complexity Analysis of a Levenberg–Marquardt Algorithm for Inverse Problems. Journal of Optimization Theory and Applications. 185(3). 927–944. 52 indexed citations
14.
Xu, Hang, Chen-Yu Ho, Ahmed M. Abdelmoniem, et al.. (2020). Compressed Communication for Distributed Deep Learning: Survey and Quantitative Evaluation. King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology). 22 indexed citations
15.
Bergou, El Houcine, et al.. (2018). A stochastic Levenberg-Marquardt method using random models with complexity results and application to data assimilation. arXiv (Cornell University). 1 indexed citations
16.
Bergou, El Houcine, Youssef Diouane, & Serge Gratton. (2018). A Line-Search Algorithm Inspired by the Adaptive Cubic Regularization Framework and Complexity Analysis. Journal of Optimization Theory and Applications. 178(3). 885–913. 6 indexed citations
17.
Bergou, El Houcine, et al.. (2018). On the convergence of a non-linear ensemble Kalman smoother. Applied Numerical Mathematics. 137. 151–168. 7 indexed citations
18.
Bergou, El Houcine, et al.. (2017). On the use of the energy norm in trust-region and adaptive cubic regularization subproblems. Computational Optimization and Applications. 68(3). 533–554. 11 indexed citations
19.
Mandel, Jan, et al.. (2016). Hybrid Levenberg–Marquardt and weak-constraint ensemble Kalman smoother method. Nonlinear processes in geophysics. 23(2). 59–73. 14 indexed citations
20.
Bergou, El Houcine, et al.. (2014). The Exact Condition Number of the Truncated Singular Value Solution of a Linear Ill-Posed Problem. SIAM Journal on Matrix Analysis and Applications. 35(3). 1073–1085. 6 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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