Laetitia Chapel
6 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (6) π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
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Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Mega-Team
(22)
Conferences
NIPS (4)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
optimal transport
(5)
wasserstein distance
(3)
sliced wasserstein
(2)
distribution matching
(1)
distribution comparison
(1)
gradient descent
(1)
linear regression
(1)
majorization minimization
(1)
regularization path
(1)
probability measure
(1)
penalized regression
(1)
sinkhorn algorithm
(1)
distance metric
(1)
gradient flow
(1)
quadratic assignment problem
(1)
non-negative matrix factorization
(1)
positive-unlabeled learning
(1)
gromov-wasserstein distance
(1)
wasserstein barycenter
(1)
transport plan
(1)
Papers
One for all and all for one: Efficient computation of partial Wasserstein distances on the line
ICLR 2025
Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics
NIPS 2023
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression
NIPS 2021
POT: Python Optimal Transport
JMLR 2021
Partial Optimal Tranport with applications on Positive-Unlabeled Learning
NIPS 2020
Sliced Gromov-Wasserstein
NIPS 2019