Mokhtar Z. Alaya
5 papers · 2019–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (2) π Interdisciplinary Bridge π Cross-Pollinator (10)
πΊοΈ
Taxonomy Completionist
(14)
π₯
Mega-Team
(22)
Conferences
JMLR (3)
NIPS (2)
Top co-authors
Keywords
optimal transport
(3)
sinkhorn algorithm
(2)
domain adaptation
(1)
feature selection
(1)
collaborative filtering
(1)
oracle inequality
(1)
sparse regression
(1)
exponential family
(1)
matrix completion
(1)
nuclear norm
(1)
generalized linear model
(1)
recommendation system
(1)
positive-unlabeled learning
(1)
dual solution
(1)
wasserstein barycenter
(1)
nuclear norm penalization
(1)
linear supervised learning
(1)
one-hot encoding
(1)
total variation regularization
(1)
sinkhorn distance
(1)
Papers
POT: Python Optimal Transport
JMLR 2021
Partial Optimal Tranport with applications on Positive-Unlabeled Learning
NIPS 2020
Screening Sinkhorn Algorithm for Regularized Optimal Transport
NIPS 2019
Binarsity: a penalization for one-hot encoded features in linear supervised learning
JMLR 2019
Collective Matrix Completion
JMLR 2019