Direct nonlinear acceleration
Dutta, Aritra, Bergou, El Houcine, Xiao, Yunming, Canini, Marco, Richtárik, Peter
Published in EURO journal on computational optimization (2022)
Published in EURO journal on computational optimization (2022)
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Journal Article
On the convergence of a non-linear ensemble Kalman smoother
Bergou, El Houcine, Gratton, Serge, Mandel, Jan
Published in Applied numerical mathematics (01.03.2019)
Published in Applied numerical mathematics (01.03.2019)
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Journal Article
GRACE: A Compressed Communication Framework for Distributed Machine Learning
Xu, Hang, Ho, Chen-Yu, Abdelmoniem, Ahmed M., Dutta, Aritra, Bergou, El Houcine, Karatsenidis, Konstantinos, Canini, Marco, Kalnis, Panos
Published in 2021 IEEE 41st International Conference on Distributed Computing Systems (ICDCS) (01.07.2021)
Published in 2021 IEEE 41st International Conference on Distributed Computing Systems (ICDCS) (01.07.2021)
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Conference Proceeding
On the use of the energy norm in trust-region and adaptive cubic regularization subproblems
Bergou, E., Diouane, Y., Gratton, S.
Published in Computational optimization and applications (01.12.2017)
Published in Computational optimization and applications (01.12.2017)
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Journal Article
Ensemble DNN for Age-of-Information Minimization in UAV-assisted Networks
Ndiaye, Mouhamed Naby, Bergou, El Houcine, Hammouti, Hajar El
Published in 2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall) (10.10.2023)
Published in 2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall) (10.10.2023)
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Conference Proceeding
Hybrid Levenberg–Marquardt and weak-constraint ensemble Kalman smoother method
Mandel, J, Bergou, E, Gürol, S, Gratton, S, Kasanický, I
Published in Nonlinear processes in geophysics (01.01.2016)
Published in Nonlinear processes in geophysics (01.01.2016)
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Journal Article
Energy Efficient Aerial RIS: Phase Shift Optimization and Trajectory Design
Hammouti, Hajar El, Saoud, Adnane, Ennahkami, Asma, Bergou, El Houcine
Year of Publication 25.07.2024
Year of Publication 25.07.2024
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Journal Article
Energy Efficient Aerial RIS: Phase Shift Optimization and Trajectory Design
Hammouti, Hajar El, Saoud, Adnane, Ennahkami, Asma, Bergou, El Houcine
Published in 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring) (24.06.2024)
Published in 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring) (24.06.2024)
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Conference Proceeding