Mary-Anne Hartley (Preferred)
Mary-Anne Hartley
Assistant Professor, Computer Science, EPFL - EPF Lausanne
Assistant Professor, T.H. Chan School of Public Health, Harvard University
Joined
February 2020
Names
Emails
****@epfl.ch (Confirmed)
****@yale.edu (Confirmed)
Personal Links
Career & Education History
Assistant Professor
Computer Science, EPFL - EPF Lausanne (epfl.edu)
2025 – Present
Assistant Professor
T.H. Chan School of Public Health, Harvard University (harvard.edu)
2025 – Present
Assistant Professor
Medicine, Yale University (yale.edu)
2023 – 2025
Principal Researcher
Swiss Federal Institute of Technology Lausanne (epfl.ch)
2019 – 2023
MS student
London School of Hygiene & Tropical Medicine, University of London (lshtm.ac.uk)
2016 – 2019
MS student
Université de Lausanne (unil.ch)
2016 – 2019
PhD student
Université de Lausanne (unil.ch)
2010 – 2015
MS student
University of Cape Town (uct.ac.za)
2008 – 2010
Undergrad student
University of Pretoria (up.ac.za)
2004 – 2008
Advisors, Relations & Conflicts
Coworker
Martin Jaggi
2016 – 2023
Expertise
Multimodal deep learning
2021 – 2023
Modular networks
2021 – 2023
Distributed learning
, Federated learning
, Decentralized learning
2019 – 2023
Personalized federated/distributed learning
2019 – 2023
Interpretable/Explainable deep learning
2019 – 2023
Applied machine learning for medicine and global health and biomedicine
2016 – 2023
Publications
Co-Authors
- Aakriti Agrawal
- Alejandro Hernández-Cano
- Alexandra V. Kulinkina
- Alexandre Sallinen
- Alireza Sakhaeirad
- Allard Marc-Antoine
- Amirkeivan Mohtashami
- Ananth Sankaralingam
- Andreas Köpf
- Angelika Romanou
- Anirudh Satheesh
- Antoine Bonnet
- Antoine Bosselut
- Antoine Tran
- Antoni-Joan Solergibert
- Axel Marmet
- Bang An
- Baptiste Lecoeur
- Bastien Bernath
- Chenghao Deng
- Cécile Trottet
- David Kalajdzic
- David Roschewitz
- David Sasu
- Deniz Bayazit