Marco Rando

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Gaussian Process

Top Venues

Mach. Learn. Sci. Technol.

Publications

Marco Rando, Luca Demetrio, Lorenzo Rosasco, Fabio Roli
A New Formulation for Zeroth-Order Optimization of Adversarial EXEmples in Malware Detection. CoRR (2024)
Marco Rando, Martin James, Alessandro Verri, Lorenzo Rosasco, Agnese Seminara
Q-Learning to navigate turbulence without a map. CoRR (2024)
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)
Marco Rando, Cesare Molinari, Lorenzo Rosasco, Silvia Villa
An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization. NeurIPS (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)
Marco Rando, Luigi Carratino, Silvia Villa, Lorenzo Rosasco
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization. AISTATS (2022)
Marco Rando, Cesare Molinari, Silvia Villa, Lorenzo Rosasco
Stochastic Zeroth order Descent with Structured Directions. CoRR (2022)
Marco Rando, Luigi Carratino, Silvia Villa, Lorenzo Rosasco
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domain by Adaptive Discretization. CoRR (2021)