ML
Maxime Louis
cs.CLcs.AIcs.IRcs.CVcs.LGAlzheimer Diseasestat.MLAlzheimer’s diseaseAutomatic predictionBlood Glucose
On Valency
published · living versionsW_5txyfx4z·v1 · currentpublished
Preprints & journals
15 papers in the corpus · 2017–2026Shieldstral2607.25857v2 · Antonia Calvi, Avinash Sooriyarachchi, Giada Pistilli et al.2026 · 0 citationsarXiv
Robostral Navigate2607.20785v3 · Abdelaziz Bounhar, Abhijeet Somani, Aditi Kabra et al.2026 · 0 citationsarXiv
On the Challenges and Opportunities of Learned Sparse Retrieval for Code2603.22008v1 · Simon Lupart, Maxime Louis, Thibault Formal et al.2026 · 0 citationsarXiv
Learning Retrieval Models with Sparse Autoencoders2603.13277v1 · Thibault Formal, Maxime Louis, Herv'e Dejean et al.2026 · 0 citationsICLR 2026
Naver Labs Europe @ WSDM CUP | Multilingual Retrieval2602.20986v1 · Thibault Formal, Maxime Louis, Herv'e D'ejean et al.2026 · 0 citationsarXiv
DiffLoRA: Differential Low-Rank Adapters for Large Language Models2507.23588v1 · Alexandre Misrahi, Nadezhda Chirkova, Maxime Louis et al.2025 · 0 citationsarXiv
Adapting Large Language Models for Multi-Domain Retrieval-Augmented-Generation2504.02411v1 · Alexandre Misrahi, Nadezhda Chirkova, Maxime Louis et al.2025 · 0 citationsarXiv
OSCAR: Online Soft Compression And Reranking2504.07109v2 · Maxime Louis, Thibault Formal, Herv'e Dejean et al.2025 · 1 citationarXiv
PISCO: Pretty Simple Compression for Retrieval-Augmented Generation2501.16075v1 · Maxime Louis, Herv'e D'ejean, St'ephane Clinchant2025 · 5 citationsarXiv
End-to-end offline reinforcement learning for glycemia control.38972092 · Beolet, Tristan, Adenis, Alice, Huneker, Erik et al.2024 · 6 citationsArtificial intelligence in medicine. 2024;154:102920
AD Course Map charts Alzheimer's disease progression.33850174 · Koval, Igor, Bône, Alexandre, Louis, Maxime et al.2024 · 73 citationsScientific reports. 2021;11(1):8020
Leveraging 3D Information in Unsupervised Brain MRI Segmentation2101.10674v1 · Benjamin Lambert, Maxime Louis, Senan Doyle et al.2021 · 7 citationsarXiv
Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review.33091740 · Ansart, Manon, Epelbaum, Stéphane, Bassignana, Giulia et al.2021 · 115 citationsMedical image analysis. 2021;67:101848
Prediction of the progression of subcortical brain structures in Alzheimer's disease from baseline1711.08716v1 · Alexandre Bone, Maxime Louis, Alexandre Routier et al.2017 · 8 citationsarXiv
Parallel transport in shape analysis: a scalable numerical scheme1711.08725v1 · Maxime Louis, Alexandre Bone, Benjamin Charlier et al.2017 · 19 citationsarXiv
Career total: 33 works. 15 are in this corpus.
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