Contact
Bio
I am currently a full professor at University of Rennes 2 since September 2022, following nine years as an assistant professor. I conduct research at IRISA, with a focus on machine learning and indexing for time series data, specifically for environmental time series.
News
- Vision Transformer Finetuning Benefits from Non-Smooth Components: Ambroise's paper has been accepted at ICML'26.
- Differentiable Generalized Sliced Wasserstein Plans: our paper has been accepted at NeurIPS'25.
- One for all and all for one: Efficient Computation of Partial Wasserstein Distances on the Line: our paper has been accepted at ICLR'25.
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Check out
tslearn: a machine learning toolkit dedicated to time series data.
Students and Post-docs (past & present)
| Name | Level | Period | Now at |
|---|---|---|---|
| Ambroise Odonnat | PhD student | 2024-2027 | — |
| Florent Imbert | PhD student | 2021-2024 | now a post-doc at Luleå University of Technology |
| Wassim Swaileh | Postdoc | 2021-2023 | now at Huawei Technologies |
| François Painblanc | PhD student | 2020-2022 | — |
| Yichang Wang | PhD student | 2018-2021 | now at Total |
| Titouan Vayer | PhD student | 2017-2020 | now at Inria |
| Adeline Bailly | PhD student | 2015-2018 | now at Helsing (after a stay at DGA) |
| Pierre Gloaguen | Postdoc | 2017-2018 | now at Univ. Bretagne Sud (after a stay at AgroParisTech) |
| Arnaud Lods | MSc student | 2017 | — |
| Arthur Le Guennec | MSc student | 2016 | — |
| Léo Henry | Bachelor student | 2016 | — |
| Anh Quang Nguyen | MSc student | 2014 | — |