CARRATINO, LUIGI
CARRATINO, LUIGI
100023 - Dipartimento di Informatica, bioingegneria, robotica e ingegneria dei sistemi
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization
2022-01-01 Rando, M.; Carratino, L.; Villa, S.; Rosasco, L.
Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression
2022-01-01 Meanti, Giacomo; Carratino, Luigi; DE VITO, Ernesto; Rosasco, Lorenzo
FALKON: An Optimal Large Scale Kernel Method
2017-01-01 Rudi, Alessandro; Carratino, Luigi; Rosasco, Lorenzo
Kernel methods through the roof: Handling billions of points efficiently
2020-01-01 Meanti, G.; Carratino, L.; Rosasco, L.; Rudi, A.
Learning with SGD and Random Features
2018-01-01 Carratino, L; Rudi, A; Rosasco, L
Mean Nyström Embeddings for Adaptive Compressive Learning
2022-01-01 Chatalic, Antoine; Carratino, Luigi; DE VITO, Ernesto; Rosasco, Lorenzo
Near-linear time gaussian process optimization with adaptive batching and resparsification
2020-01-01 Calandriello, D.; Carratino, L.; Lazaric, A.; Valko, M.; Rosasco, L.
On Fast Leverage Score Sampling and Optimal Learning
2018-01-01 Rudi, A; Calandriello, D; Carratino, L; Rosasco, L
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions
2021-01-01 Carratino, L.; Vigogna, S.; Calandriello, D.; Rosasco, L.
Resource Efficient Large-Scale Machine Learning
2020-03-20 Carratino, Luigi
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization | 1-gen-2022 | Rando, M.; Carratino, L.; Villa, S.; Rosasco, L. | |
| Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression | 1-gen-2022 | Meanti, Giacomo; Carratino, Luigi; DE VITO, Ernesto; Rosasco, Lorenzo | |
| FALKON: An Optimal Large Scale Kernel Method | 1-gen-2017 | Rudi, Alessandro; Carratino, Luigi; Rosasco, Lorenzo | |
| Kernel methods through the roof: Handling billions of points efficiently | 1-gen-2020 | Meanti, G.; Carratino, L.; Rosasco, L.; Rudi, A. | |
| Learning with SGD and Random Features | 1-gen-2018 | Carratino, L; Rudi, A; Rosasco, L | |
| Mean Nyström Embeddings for Adaptive Compressive Learning | 1-gen-2022 | Chatalic, Antoine; Carratino, Luigi; DE VITO, Ernesto; Rosasco, Lorenzo | |
| Near-linear time gaussian process optimization with adaptive batching and resparsification | 1-gen-2020 | Calandriello, D.; Carratino, L.; Lazaric, A.; Valko, M.; Rosasco, L. | |
| On Fast Leverage Score Sampling and Optimal Learning | 1-gen-2018 | Rudi, A; Calandriello, D; Carratino, L; Rosasco, L | |
| ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions | 1-gen-2021 | Carratino, L.; Vigogna, S.; Calandriello, D.; Rosasco, L. | |
| Resource Efficient Large-Scale Machine Learning | 20-mar-2020 | Carratino, Luigi |