Laetitia Chapel
6 papers · 2019–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Keywords
optimal transport
(6)
wasserstein distance
(3)
sliced wasserstein
(2)
cross validation
(1)
distribution matching
(1)
distribution comparison
(1)
gradient descent
(1)
linear regression
(1)
majorization minimization
(1)
regularization path
(1)
probability measure
(1)
penalized regression
(1)
time complexity
(1)
sinkhorn algorithm
(1)
distance metric
(1)
gradient flow
(1)
downstream task
(1)
quadratic assignment problem
(1)
non-negative matrix factorization
(1)
positive-unlabeled learning
(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
NeurIPS 2023
POT: Python Optimal Transport
JMLR 2021
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression
NeurIPS 2021
Partial Optimal Tranport with applications on Positive-Unlabeled Learning
NeurIPS 2020
Sliced Gromov-Wasserstein
NeurIPS 2019