Luigi Carratino
Luigi Carratino
Postdoctoral Researcher, University of Genoa
Verifierad e-postadress på dibris.unige.it - Startsida
Titel
Citeras av
Citeras av
År
FALKON: An optimal large scale kernel method
A Rudi, L Carratino, L Rosasco
NeurIPS, 2017
1122017
Learning with sgd and random features
L Carratino, A Rudi, L Rosasco
NeurIPS, 2018
512018
On fast leverage score sampling and optimal learning
A Rudi, D Calandriello, L Carratino, L Rosasco
NeurIPS, 2018
492018
Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret
D Calandriello, L Carratino, A Lazaric, M Valko, L Rosasco
COLT, 2019
342019
Kernel methods through the roof: handling billions of points efficiently
G Meanti, L Carratino, L Rosasco, A Rudi
NeurIPS, 2020
222020
On Mixup Regularization
L Carratino, M Cissé, R Jenatton, JP Vert
arXiv preprint, 2020
92020
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
2021
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domain by Adaptive Discretization
M Rando, L Carratino, S Villa, L Rosasco
arXiv preprint arXiv:2106.08598, 2021
2021
Systemet kan inte utföra åtgärden just nu. Försök igen senare.
Artiklar 1–9