Karim Lounici
Scholar

Karim Lounici

Google Scholar ID: ZMbRpJoAAAAJ
Statistics Professor, Ecole Polytechnique
High-Dimensional StatisticsUncertainty QuantificationMachine Learning for Science
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Citations
1,772
 
H-index
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19
 
Publications
20
 
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0
 
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Publications
12 items
Toeplitz Based Spectral Methods for Data-driven Dynamical Systems
2026
Cited
0
VertCoHiRF: Decentralized Vertical Clustering Beyond k-means
2026
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0
kooplearn: A Scikit-Learn Compatible Library of Algorithms for Evolution Operator Learning
2025
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0
Toward Scalable and Valid Conditional Independence Testing with Spectral Representations
2025
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0
Outcome-Aware Spectral Feature Learning for Instrumental Variable Regression
2025
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0
AdaCap: An Adaptive Contrastive Approach for Small-Data Neural Networks
2025
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0
A Spectral-Grassmann Wasserstein metric for operator representations of dynamical systems
2025
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0
Equivariant Representation Learning for Symmetry-Aware Inference with Guarantees
2025
Cited
0
Resume (English only)
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