关注
Luigi Carratino
Luigi Carratino
Research Scientist, Yahoo! Research
在 yahooinc.com 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
FALKON: An Optimal Large Scale Kernel Method
A Rudi, L Carratino, L Rosasco
NeurIPS, 2017
2322017
Kernel Methods Through the Roof: Handling Billions of Points Efficiently
G Meanti, L Carratino, L Rosasco, A Rudi
NeurIPS, 2020
1252020
On Mixup Regularization
L Carratino, M Cissé, R Jenatton, JP Vert
JMLR, 2022
1202022
On Fast Leverage Score Sampling and Optimal Learning
A Rudi, D Calandriello, L Carratino, L Rosasco
NeurIPS, 2018
1012018
Learning with SGD and Random Features
L Carratino, A Rudi, L Rosasco
NeurIPS, 2018
872018
Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret
D Calandriello, L Carratino, A Lazaric, M Valko, L Rosasco
COLT, 2019
862019
Near-linear Time Gaussian Process Optimization with Adaptive Batching and Resparsification
D Calandriello*, L Carratino*, A Lazaric, M Valko, L Rosasco
ICML, 2020
252020
Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression
G Meanti, L Carratino, E De Vito, L Rosasco
AISTATS, 2022
162022
Scaling Gaussian Process Optimization by Evaluating a Few Unique Candidates Multiple Times
D Calandriello, L Carratino, A Lazaric, M Valko, L Rosasco
ICML, 2022
142022
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions
L Carratino*, S Vigogna*, D Calandriello, L Rosasco
NeurIPS, 2021
102021
Mean Nyström Embeddings for Adaptive Compressive Learning
A Chatalic, L Carratino, E De Vito, L Rosasco
AISTATS, 2022
82022
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization
M Rando, L Carratino, S Villa, L Rosasco
AISTATS, 2022
62022
Advances in Neural Information Processing Systems (NIPS)
A Rudi, L Carratino, L Rosasco
MIT Press, 2011
52011
Resource Efficient Large-Scale Machine Learning
L Carratino
Università degli studi di Genova, 2020
2020
T1: Optimization in Machine Learning
D Calandriello, L Carratino, A Lazaric, M Valko, L Rosasco
系统目前无法执行此操作，请稍后再试。
文章 1–15