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Louis Leconte
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2020 – today
- 2024
- [b1]Louis Leconte:
Compression and federated learning: an approach to frugal machine learning. (Compression et apprentissage fédéré: une approche pour l'apprentissage machine frugal). Sorbonne University, Paris, France, 2024 - [c4]Louis Leconte, Matthieu Jonckheere, Sergey Samsonov, Eric Moulines:
Queuing dynamics of asynchronous Federated Learning. AISTATS 2024: 1711-1719 - [c3]Louis Leconte, Van Minh Nguyen, Eric Moulines:
FAVANO: Federated Averaging with Asynchronous Nodes. ICASSP 2024: 5665-5669 - [i8]Louis Leconte:
Boolean Logic as an Error feedback mechanism. CoRR abs/2401.16418 (2024) - [i7]Louis Leconte, Matthieu Jonckheere, Sergey Samsonov, Eric Moulines:
Queuing dynamics of asynchronous Federated Learning. CoRR abs/2405.00017 (2024) - [i6]Louis Leconte, Lisa Bedin, Van Minh Nguyen, Eric Moulines:
ReALLM: A general framework for LLM compression and fine-tuning. CoRR abs/2405.13155 (2024) - [i5]Van Minh Nguyen, Cristian Ocampo, Aymen Askri, Louis Leconte, Ba-Hien Tran:
BOLD: Boolean Logic Deep Learning. CoRR abs/2405.16339 (2024) - 2023
- [c2]Louis Leconte, Sholom Schechtman, Eric Moulines:
ASkewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks. AISTATS 2023: 3644-3663 - [c1]Louis Leconte, Van Minh Nguyen, Eric Moulines:
Federated Boolean Neural Networks Learning. FMEC 2023: 247-253 - [i4]Louis Leconte, Van Minh Nguyen, Eric Moulines:
FAVAS: Federated AVeraging with ASynchronous clients. CoRR abs/2305.16099 (2023) - 2022
- [i3]Louis Leconte, Sholom Schechtman, Eric Moulines:
AskewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks. CoRR abs/2211.03741 (2022) - 2021
- [i2]Nathan Grinsztajn, Louis Leconte, Philippe Preux, Edouard Oyallon:
Interferometric Graph Transform for Community Labeling. CoRR abs/2106.05875 (2021) - [i1]Eugene Belilovsky, Louis Leconte, Lucas Caccia, Michael Eickenberg, Edouard Oyallon:
Decoupled Greedy Learning of CNNs for Synchronous and Asynchronous Distributed Learning. CoRR abs/2106.06401 (2021)
2010 – 2019
- 2019
- [j1]Jorge Luis Pérez-Medina
, Karina Beatriz Jimenes Vargas, Louis Leconte, Santiago Villarreal
ePHoRt: Towards a Reference Architecture for Tele-Rehabilitation Systems. IEEE Access 7: 97159-97176 (2019)
Coauthor Index
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