Scholar
Romain Tavenard
Google Scholar ID: wn1XFWMAAAAJ
Univ. Rennes 2, IRISA
Citations & Impact
Citations
4,499
H-index
19
i10-index
27
Publications
20
Co-authors
82
list available
Contact
Publications
Resume (English only)
Academic Achievements
- - Paper 'One for all and all for one: Efficient Computation of Partial Wasserstein Distances on the Line' accepted at ICLR'25
- - Paper 'Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment' accepted at ECML'23
- - Three new papers accepted on trajectory reconstruction from pen sensor data (IJDAR), inference of personality traits from wearable data (USENIX), and early classification for crop monitoring (ISPRS)
- - Paper 'Time Series Alignment with Global Invariances' accepted in TMLR
- - Blog posts on the differentiability of Dynamic Time Warping and Dynamic Time Warping
- - Developed tslearn: a machine learning toolkit dedicated to time series data
Research Experience
- - Conducts research at IRISA, focusing on machine learning and indexing for time series data
- - Supervises multiple PhD students and post-docs
Background
- Full professor at University of Rennes 2 since September 2022, following nine years as an assistant professor. Research focuses on machine learning and indexing for time series data, specifically for environmental time series.
Miscellany
- Contact:
- - Email: click to reveal
- - Social: @rtavenar.bsky.social
- - Phone: +33 (0)2 99 14 17 98
- - Office: A201 (Villejean, Rennes, France)
