Scholar
Karim Lounici
Google Scholar ID: ZMbRpJoAAAAJ
Statistics Professor, Ecole Polytechnique
High-Dimensional Statistics
Uncertainty Quantification
Machine Learning for Science
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Citations & Impact
All-time
Citations
1,772
H-index
18
i10-index
19
Publications
20
Co-authors
0
Publications
15 items
Langevin-Informed Transfer Learning: Replacing Target Samples by Black-Box Feedback
2026
Cited
0
Multi-Task Learning of Conditional Mean Operators: applications to dynamical systems and uncertainty quantification
2026
Cited
0
Geometric Dictionary Learning of Dynamical Systems with Optimal Transport
2026
Cited
0
Toeplitz Based Spectral Methods for Data-driven Dynamical Systems
2026
Cited
0
VertCoHiRF: Decentralized Vertical Clustering Beyond k-means
2026
Cited
0
kooplearn: A Scikit-Learn Compatible Library of Algorithms for Evolution Operator Learning
2025
Cited
0
Toward Scalable and Valid Conditional Independence Testing with Spectral Representations
2025
Cited
0
Outcome-Aware Spectral Feature Learning for Instrumental Variable Regression
2025
Cited
0
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