Marco Letizia

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 7

Top Topics

Density Estimation

Unsupervised Learning

Kernel Matrices

Top Venues

Mach. Learn. Sci. Technol.

Publications

Gaia Grosso, Nicolò Lai, Marco Letizia, Jacopo Pazzini, Marco Rando, Lorenzo Rosasco, Andrea Wulzer, Marco Zanetti
Fast kernel methods for Data Quality Monitoring as a goodness-of-fit test. CoRR (2023)
Gaia Grosso, Nicolò Lai, Marco Letizia, Jacopo Pazzini, Marco Rando, Lorenzo Rosasco, Andrea Wulzer, Marco Zanetti
Fast kernel methods for data quality monitoring as a goodness-of-fit test. Mach. Learn. Sci. Technol. 4 (3) (2023)
Andrea Coccaro, Marco Letizia, Humberto Reyes-González, Riccardo Torre
On the curse of dimensionality for Normalizing Flows. CoRR (2023)
Marco Letizia, Gianvito Losapio, Marco Rando, Gaia Grosso, Andrea Wulzer, Maurizio Pierini, Marco Zanetti, Lorenzo Rosasco
Learning new physics efficiently with nonparametric methods. CoRR (2022)
Paolo Didier Alfano, Marco Rando, Marco Letizia, Francesca Odone, Lorenzo Rosasco, Vito Paolo Pastore
Efficient Unsupervised Learning for Plankton Images. CoRR (2022)
Paolo Didier Alfano, Marco Rando, Marco Letizia, Francesca Odone, Lorenzo Rosasco, Vito Paolo Pastore
Efficient Unsupervised Learning for Plankton Images. ICPR (2022)
Jesse C. Cresswell, Brendan Leigh Ross, Gabriel Loaiza-Ganem, Humberto Reyes-González, Marco Letizia, Anthony L. Caterini
CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds. CoRR (2022)