Scholar
Hicham Janati
Google Scholar ID: 1quGqW0AAAAJ
Associate professor, Télécom Paris
machine learning
optimal transport
statistics
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
1,987
H-index
11
i10-index
11
Publications
18
Co-authors
6
list available
Contact
CV
Open ↗
GitHub
Open ↗
Publications
1 items
Kernel Trace Distance: Quantum Statistical Metric between Measures through RKHS Density Operators
2025
Cited
0
Resume (English only)
Academic Achievements
Feb 2025: Paper 'Spatio-Temporal Alignments' accepted by Journal of Machine Learning Research (JMLR)
Jun 2023: Paper 'Unbalanced Co-Optimal Transport' accepted at AAAI Conference
Mar 2021: PhD defense completed; thesis on optimal transport and its applications in machine learning
Dec 2020: Presented 'OT Closed-Form for Gaussians' at NeurIPS 2020 (Oral)
Jul 2020: Presented 'Debiased Sinkhorn Barycenters' at ICML 2020 (Spotlight)
Apr 2020: Presented 'Spatio-Temporal OT' at AISTATS 2020
Jun 2019: Presented 'Local OT for Brain Template Estimation' at IPMI 2019
Apr 2019: Presented 'Wasserstein Regularization' at AISTATS 2019
Co-authors
6 total
Alexandre Gramfort
Meta
Marco Cuturi
Apple
Rémi Flamary
CMAP, École Polytechnique, Institut Polytechnique de Paris
Bertrand Thirion
Inria
Gabriel Peyré
CNRS, DMA, Ecole Normale Supérieure
Co-author 6
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up