Luigi Carratino
Luigi Carratino
Postdoctoral Researcher, University of Genoa
Verified email at dibris.unige.it - Homepage
Title
Cited by
Cited by
Year
FALKON: An optimal large scale kernel method
A Rudi, L Carratino, L Rosasco
NeurIPS, 2017
1152017
Learning with sgd and random features
L Carratino, A Rudi, L Rosasco
NeurIPS, 2018
552018
On fast leverage score sampling and optimal learning
A Rudi, D Calandriello, L Carratino, L Rosasco
NeurIPS, 2018
512018
Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret
D Calandriello, L Carratino, A Lazaric, M Valko, L Rosasco
COLT, 2019
382019
Kernel methods through the roof: handling billions of points efficiently
G Meanti, L Carratino, L Rosasco, A Rudi
NeurIPS, 2020
232020
On Mixup Regularization
L Carratino, M CissÚ, R Jenatton, JP Vert
arXiv preprint, 2020
122020
Near-linear Time Gaussian Process Optimization with Adaptive Batching and Resparsification
D Calandriello*, L Carratino*, A Lazaric, M Valko, L Rosasco
ICML, 2020
72020
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions
L Carratino*, S Vigogna*, D Calandriello, L Rosasco
NeurIPS, 2021
12021
Mean Nystr\" om Embeddings for Adaptive Compressive Learning
A Chatalic, L Carratino, E De Vito, L Rosasco
arXiv preprint, 2021
2021
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domain by Adaptive Discretization
M Rando, L Carratino, S Villa, L Rosasco
arXiv preprint, 2021
2021
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Articles 1–10