Louis Leconte

According to our database, Louis Leconte authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Compression and federated learning: an approach to frugal machine learning. (Compression et apprentissage fédéré: une approche pour l'apprentissage machine frugal).

Louis Leconte

PhD thesis, 2024

BOLD: Boolean Logic Deep Learning.

Van Minh Nguyen, Cristian Ocampo, Aymen Askri, Louis Leconte, Ba-Hien Tran

CoRR, 2024

ReALLM: A general framework for LLM compression and fine-tuning.

Louis Leconte, Lisa Bedin, Van Minh Nguyen, Eric Moulines

CoRR, 2024

Boolean Logic as an Error feedback mechanism.

Louis Leconte

CoRR, 2024

FAVANO: Federated Averaging with Asynchronous Nodes.

Louis Leconte, Van Minh Nguyen, Eric Moulines

Proceedings of the IEEE International Conference on Acoustics, 2024

Queuing dynamics of asynchronous Federated Learning.

Louis Leconte, Matthieu Jonckheere, Sergey Samsonov, Eric Moulines

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

FAVAS: Federated AVeraging with ASynchronous clients.

Louis Leconte, Van Minh Nguyen, Eric Moulines

CoRR, 2023

Federated Boolean Neural Networks Learning.

Louis Leconte, Van Minh Nguyen, Eric Moulines

Proceedings of the Eighth International Conference on Fog and Mobile Edge Computing, 2023

ASkewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks.

Louis Leconte, Sholom Schechtman, Eric Moulines

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2021

Decoupled Greedy Learning of CNNs for Synchronous and Asynchronous Distributed Learning.

Eugene Belilovsky, Louis Leconte, Lucas Caccia, Michael Eickenberg, Edouard Oyallon

CoRR, 2021

Interferometric Graph Transform for Community Labeling.

Nathan Grinsztajn, Louis Leconte, Philippe Preux, Edouard Oyallon

CoRR, 2021

2019

ePHoRt: Towards a Reference Architecture for Tele-Rehabilitation Systems.

Jorge Luis Pérez-Medina, Karina Beatriz Jimenes Vargas, Louis Leconte, Santiago Villarreal, Yves Rybarczyk, Jean Vanderdonckt

IEEE Access, 2019