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Tamim El Ahmad
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 5
Top Topics
Multiple Output
Structured Prediction
Max Margin Learning
Kernel Methods
Top Venues
CoRR
AISTATS
Trans. Mach. Learn. Res.
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Publications
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Tamim El Ahmad
,
Luc Brogat-Motte
,
Pierre Laforgue
,
Florence d'Alché-Buc
Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels.
AISTATS
(2024)
Tamim El Ahmad
,
Junjie Yang
,
Pierre Laforgue
,
Florence d'Alché-Buc
Deep Sketched Output Kernel Regression for Structured Prediction.
CoRR
(2024)
Tamim El Ahmad
,
Luc Brogat-Motte
,
Pierre Laforgue
,
Florence d'Alché-Buc
Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels.
CoRR
(2023)
Tamim El Ahmad
,
Pierre Laforgue
,
Florence d'Alché-Buc
Fast Kernel Methods for Generic Lipschitz Losses via p-Sparsified Sketches.
Trans. Mach. Learn. Res.
2023 (2023)
Tamim El Ahmad
,
Pierre Laforgue
,
Florence d'Alché-Buc
p-Sparsified Sketches for Fast Multiple Output Kernel Methods.
CoRR
(2022)