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Franck Iutzeler
Franck Iutzeler
Univ. Grenoble Alpes -- LJK
Dirección de correo verificada de univ-grenoble-alpes.fr - Página principal
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Año
Asynchronous distributed optimization using a randomized alternating direction method of multipliers
F Iutzeler, P Bianchi, P Ciblat, W Hachem
52nd IEEE conference on decision and control, 3671-3676, 2013
2002013
Explicit convergence rate of a distributed alternating direction method of multipliers
F Iutzeler, P Bianchi, P Ciblat, W Hachem
IEEE Transactions on Automatic Control 61 (4), 892 - 904, 2013
1292013
A Coordinate Descent Primal-Dual Algorithm and Application to Distributed Asynchronous Optimization
P Bianchi, W Hachem, F Iutzeler
IEEE Transactions on Automatic Control 61 (10), 2947-2957, 2016
1232016
Analysis of max-consensus algorithms in wireless channels
F Iutzeler, P Ciblat, J Jakubowicz
IEEE Transactions on Signal Processing 60 (11), 6103 - 6107, 2012
1162012
On the convergence of single-call stochastic extra-gradient methods
YG Hsieh, F Iutzeler, J Malick, P Mertikopoulos
Advances in Neural Information Processing Systems, 2019
862019
A stochastic coordinate descent primal-dual algorithm and applications
P Bianchi, W Hachem, F Iutzeler
Machine Learning for Signal Processing (MLSP), 2014 IEEE International …, 2014
602014
A generic online acceleration scheme for optimization algorithms via relaxation and inertia
F Iutzeler, JM Hendrickx
Optimization Methods and Software 34 (2), 383-405, 2019
55*2019
Analysis of Sum-Weight-like algorithms for averaging in Wireless Sensor Networks
F Iutzeler, P Ciblat, W Hachem
IEEE Transactions on Signal Processing 61 (11), 2802-2814, 2013
522013
Explore aggressively, update conservatively: Stochastic extragradient methods with variable stepsize scaling
YG Hsieh, F Iutzeler, J Malick, P Mertikopoulos
Advances in Neural Information Processing Systems 33, 2020
382020
A delay-tolerant proximal-gradient algorithm for distributed learning
K Mishchenko, F Iutzeler, J Malick, MR Amini
International Conference on Machine Learning, 3587-3595, 2018
342018
On the proximal gradient algorithm with alternated inertia
F Iutzeler, J Malick
Journal of Optimization Theory and Applications 176 (3), 688-710, 2018
252018
A distributed flexible delay-tolerant proximal gradient algorithm
K Mishchenko, F Iutzeler, J Malick
SIAM Journal on Optimization 30 (1), 933-959, 2020
232020
Distributed learning with sparse communications by identification
D Grishchenko, F Iutzeler, J Malick, MR Amini
SIAM Journal on Mathematics of Data Science 3 (2), 715-735, 2021
21*2021
New broadcast based distributed averaging algorithm over wireless sensor networks
F Iutzeler, P Ciblat, W Hachem, J Jakubowicz
International Conference on Acoustics, Speech and Signal Processing (ICASSP …, 2012
192012
A stochastic primal-dual algorithm for distributed asynchronous composite optimization
P Bianchi, W Hachem, F Iutzeler
2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2014
172014
Nonsmoothness in Machine Learning: specific structure, proximal identification, and applications
F Iutzeler, J Malick
Set-Valued and Variational Analysis 28 (4), 661-678, 2020
132020
Aggressive sampling for multi-class to binary reduction with applications to text classification
B Joshi, MR Amini, I Partalas, F Iutzeler, Y Maximov
Advances in Neural Information Processing 30, 4159-4168, 2017
132017
Asynchronous distributed matrix factorization with similar user and item based regularization
B Joshi, F Iutzeler, MR Amini
Proceedings of the 10th ACM Conference on Recommender Systems, 75-78, 2016
132016
Linear convergence rate for distributed optimization with the alternating direction method of multipliers
F Iutzeler, P Bianchi, P Ciblat, W Hachem
53rd IEEE Conference on Decision and Control, 5046-5051, 2014
132014
Distributed Production-Sharing Optimization and Application to Power Grid Networks
A Abboud, F Iutzeler, R Couillet, M Debbah, H Siguerdidjane
IEEE Transactions on Signal and Information Processing over Networks, 2016
122016
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Artículos 1–20