Marie Reinbigler

I am a PhD candidate at IP Paris, France, working toward making AI more accessible for biology researchers and practitioners. My research interests lie at the frontier between AI, biology, and frugal computing: I hope to accelerate research in biology by lowering the (computational) resource requirement for running state of the art models and analysis techniques. Currently, I focus on the analysis of very large multi-resolution images.

Research

• Toward a Metal Usage Effectiveness metric in Data Centers: A Study

  ICT4S 2025

  Marie Reinbigler, Rosalie Martin
• Artificial intelligence workflow quantifying muscle features on Hematoxylin–Eosin stained sections reveals dystrophic phenotype amelioration upon treatment

  Nature Scientific Reports

  Marie Reinbigler, Jérémie Cosette, Zoheir Guesmia, Simon Jimenez, Catalin Fetita, Elisabeth Brunet & Daniel Stockholm

Curriculum

• PhD Research Internship at Adobe Research March 2024 - August 2024

  Advisor: Rosalie Martin
• PhD Candidate at IP Paris 2021 - ongoing

  Member of the Parallel and Distributed Systems Group

  Advisors: Elisabeth Brunet and Prof. Catalin Fetita
• Visiting PhD Student at EPFL 2022 - 2023

  Working with Prof. Anne-Marie Kermarrec
• MSc at IP Paris 2020 - 2021

  High Performance Data Analytics
• Engineering Degree at Telecom SudParis 2018 - 2021

  Ranked 1st out of 200 students

Awards & Funding

Funding:

• IP Paris Excellence Scholarship (Hi! Paris/ANR IA) 2021

Awards

• ICT4S 2025 Paper Honorable Mention 2025
• IP Paris and Paris-Saclay University Best Poster Award 2022
• Hi! Paris 2022 Poster Honorable Mention 2022

Grants

• EuroSys’23 Travel Grant 2023
• ACM Europe Summer School on HPC Sponsorship and Travel Grant 2022
• EuroPAR’22 Sponsorship 2022
• IHPCSS’22 Sponsorship 2022
• EuroSys’22 Travel Grant 2022

Talks & Presentations

• Compas’23 2023
• Hi! PARIS Meet Up! on Frugal AI 2023
• EuroSys’23 Doctoral Workshop 2023
• Myology’22 2022
• Euro-Par’22 PhD Symposium 2022
• Compas’22 2022
• EuroSys’22 Doctoral Workshop 2022
• ASF Winter School 2022

Teaching

Lecturer

• CSC3102: Introduction to Operating Systems
• CSC4103: System Programming

Teaching Assistant

• CSC3101: Algorithmics and Programming Language
• CSC4102: Introduction to Software Engineering for Object-Oriented Applications

Service

• EuroPAR’22 Student Volunteer 2022

Supervised Students

• Nathan Feret et Malek Hammou 2023-2024

  Project Title: Ordonnancement de l’analyse pyramidale d’images biologiques multi-résolution dans un contexte d’exécution frugal
• Arthur Sabin 2022-2023

  Project Title: Combining knowledge graphs and graph-based neural networks for multi-resolution biological image classification
• Raphaëlle Thieux 2022

  Project Title: GNN on multi-resolution data - building and evaluation