Luigi Carratino

Joined

February 2019

Names

Luigi Carratino (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Postdoc

Università degli Studi di Genova (unige.it)

2020 – 2021

PhD student

Università degli Studi di Genova (unige.it)

2016 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization
Marco Rando, Luigi Carratino, Silvia Villa, Lorenzo Rosasco
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions
Luigi Carratino, Stefano Vigogna, Daniele Calandriello, Lorenzo Rosasco
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions
Luigi Carratino, Stefano Vigogna, Daniele Calandriello, Lorenzo Rosasco
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
On Fast Leverage Score Sampling and Optimal Learning
Alessandro Rudi, Daniele Calandriello, Luigi Carratino, Lorenzo Rosasco
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
Learning with SGD and Random Features
Luigi Carratino, Alessandro Rudi, Lorenzo Rosasco
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
FALKON: An Optimal Large Scale Kernel Method
Alessandro Rudi, Luigi Carratino, Lorenzo Rosasco
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone

Co-Authors