Mean Nyström Embeddings for Adaptive Compressive Learning

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Mean Nyström Embeddings for Adaptive Compressive Learning

21 October 2021

Antoine Chatalic

Luigi Carratino

Ernesto De Vito

Lorenzo Rosasco

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Papers citing "Mean Nyström Embeddings for Adaptive Compressive Learning"

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Title
Sketch and shift: a robust decoder for compressive clustering Ayoub Belhadji Rémi Gribonval 73 2 0 15 Dec 2023
Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores Sampling Antoine Chatalic Nicolas Schreuder Ernesto De Vito Lorenzo Rosasco 70 5 0 22 Nov 2023
Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels T. Ahmad Luc Brogat-Motte Pierre Laforgue Florence dÁlché-Buc BDL 86 6 0 20 Feb 2023
Fast Kernel Methods for Generic Lipschitz Losses via $p$ -Sparsified Sketches T. Ahmad Pierre Laforgue Florence dÁlché-Buc 90 5 0 08 Jun 2022