Louis Leconte

3 papers · 2023–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

AISTATS (2) NeurIPS (1)

Top co-authors

Eric Moulines (2) Aymen Askri (1) Ba-Hien Tran (1) Van Minh Nguyen (1) Matthieu Jonckheere (1) Cristian Ocampo (1) Sergey Samsonov (1) Sholom Schechtman (1)

Research topics

Machine Learning (3) Application Areas (3) Deep Learning (2) Optimization & Theory · Machine Learning (2) Optimization & Theory · Deep Learning (2) Techniques (2) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Architectures (1) Core AI (1) Core Methods (1)

Keywords

neural network optimization (2) image classification (2) model compression (2) stochastic gradient descent (1) semantic segmentation (1) neural network training (1) knowledge distillation (1) distributed learning (1) constrained optimization (1) energy efficiency (1) image super-resolution (1) weight quantization (1) boolean neural network (1) low-precision training (1) model binarization (1) asynchronous learning (1) quantized neural network (1) queuing dynamics (1) node delay (1) binary neural network (1)

Papers

BOLD: Boolean Logic Deep Learning NeurIPS 2024 Queuing dynamics of asynchronous Federated Learning AISTATS 2024 ASkewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks AISTATS 2023