Hicham Janati
7 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Interdisciplinary Bridge π Cross-Pollinator (5)
πΊοΈ
Taxonomy Completionist
(14)
π₯
Mega-Team
(22)
Conferences
AISTATS (2)
JMLR (2)
AAAI (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
optimal transport
(5)
sinkhorn algorithm
(4)
wasserstein distance
(3)
robust optimization
(1)
domain adaptation
(1)
metric learning
(1)
time series classification
(1)
time series
(1)
coordinate descent
(1)
machine learning
(1)
outlier robustness
(1)
dynamic time warping
(1)
multi-task regression
(1)
entropic regularization
(1)
feature alignment
(1)
entropy regularization
(1)
algorithm implementation
(1)
spatio-temporal datum
(1)
unbalanced optimal transport
(1)
gromov-wasserstein distance
(1)
Papers
Unbalanced CO-optimal Transport
AAAI 2023
POT: Python Optimal Transport
JMLR 2021
Debiased Sinkhorn barycenters
ICML 2020
pyts: A Python Package for Time Series Classification
JMLR 2020
Spatio-temporal alignments: Optimal transport through space and time
AISTATS 2020
Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form
NIPS 2020
Wasserstein regularization for sparse multi-task regression
AISTATS 2019