Romain Tavenard
5 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (6) π§ Keyword Pioneer π Cross-Pollinator (12)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π₯
Mega-Team
(22)
Conferences
JMLR (2)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
optimal transport
(3)
wasserstein distance
(2)
feature extraction
(1)
time series clustering
(1)
graph classification
(1)
graph matching
(1)
computational complexity
(1)
time series classification
(1)
distribution matching
(1)
distribution comparison
(1)
sinkhorn algorithm
(1)
distance metric
(1)
quadratic assignment problem
(1)
gromov-wasserstein distance
(1)
wasserstein barycenter
(1)
sliced wasserstein
(1)
time series regression
(1)
time series preprocessing
(1)
fused gromov-wasserstein
(1)
machine learning toolkit
(1)
Papers
One for all and all for one: Efficient computation of partial Wasserstein distances on the line
ICLR 2025
POT: Python Optimal Transport
JMLR 2021
Tslearn, A Machine Learning Toolkit for Time Series Data
JMLR 2020
Sliced Gromov-Wasserstein
NIPS 2019
Optimal Transport for structured data with application on graphs
ICML 2019