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Citations per year
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Cited by
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Since 2020
Citations
17
17
h-index
2
2
i10-index
1
1
0
16
8
2023
2024
2
15
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Co-authors
Florence d'Alché-Buc
Télécom Paris, Institut Polytechnique de Paris
Verified email at telecom-paris.fr
Junjie Yang
Télécom Paris, Institut polytechnique de Paris
Verified email at telecom-paris.fr
Luc Brogat-Motte
Pierre Laforgue
Quantitative Researcher, Capital Fund Management
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Tamim El Ahmad
University of Edinburgh
Verified email at ed.ac.uk -
Homepage
Machine Learning
Kernel Methods
Sketching
Structured Prediction
Learning Theory
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Year
Fast Kernel Methods for Generic Lipschitz Losses via
-Sparsified Sketches
T El Ahmad, P Laforgue, F d'Alché-Buc
Transactions on Machine Learning Research
, 2023
10
*
2023
Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels
T El Ahmad, L Brogat-Motte, P Laforgue, F d'Alché-Buc
International Conference on Artificial Intelligence and Statistics, 109-117
, 2024
6
2024
Deep Sketched Output Kernel Regression for Structured Prediction
T El Ahmad, J Yang, P Laforgue, F d'Alché-Buc
Joint European Conference on Machine Learning and Knowledge Discovery in …
, 2024
1
2024
Learning deep kernel networks: application to efficient and robust structured prediction
T El Ahmad
Institut Polytechnique de Paris
, 2024
2024
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