Gabriele Maroni

According to our database, Gabriele Maroni authored at least 14 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Gradient-based bilevel optimization for multi-penalty Ridge regression through matrix differential calculus.

Gabriele Maroni, Loris Cannelli, Dario Piga

Eur. J. Control, 2025

2024

Enhanced Transformer architecture for in-context learning of dynamical systems.

Matteo Rufolo, Dario Piga, Gabriele Maroni, Marco Forgione

CoRR, 2024

LightCPPgen: An Explainable Machine Learning Pipeline for Rational Design of Cell Penetrating Peptides.

Gabriele Maroni, Filip Stojceski, Lorenzo Pallante, Marco Agostino Deriu, Dario Piga, Gianvito Grasso

CoRR, 2024

Temperature-Dependent State of Charge Estimation for Electric Vehicles Based on a Machine Learning Approach.

Simone Barcellona, Loris Cannelli, Lorenzo Codecasa, Silvia Colnago, Loredana Cristaldi, Christian Laurano, Gabriele Maroni

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

Synthetic data generation for system identification: leveraging knowledge transfer from similar systems.

Dario Piga, Matteo Rufolo, Gabriele Maroni, Manas Mejari, Marco Forgione

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

2023

Split-Boost Neural Networks.

Raffaele Giuseppe Cestari, Gabriele Maroni, Loris Cannelli, Dario Piga, Simone Formentin

CoRR, 2023

Electricity Load and Peak Forecasting: Feature Engineering, Probabilistic LightGBM and Temporal Hierarchies.

Nicolò Rubattu, Gabriele Maroni, Giorgio Corani

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2023

2022

A kernel-based control approach for multi-period assets allocation based on lower partial moments.

Mirko Mazzoleni, Gabriele Maroni, Simone Formentin, Fabio Previdi

Eng. Appl. Artif. Intell., 2022

2019

Partially Structured Robotic Picking for Automation of Tomato Transplantation.

I Yung, Yamuna Maccarana, Gabriele Maroni, Fabio Previdi

Proceedings of the IEEE International Conference on Mechatronics, 2019

A robust design strategy for stock trading via feedback control.

Gabriele Maroni, Simone Formentin, Fabio Previdi

Proceedings of the 17th European Control Conference, 2019

2018

A Computer Vision Algorithm for the Estimation of the Human Hair Diameter.

Gabriele Maroni, Valerio Uberti, Simone Facheris, Fabio Previdi

Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

Stock Trading Via Feedback Control: an Extremum Seeking Approach.

Simone Formentin, Fabio Previdi, Gabriele Maroni, Claudio Cantaro

Proceedings of the 26th Mediterranean Conference on Control and Automation, 2018

2017

Unsupervised learning of fundamental emotional states via word embeddings.

Mirko Mazzoleni, Gabriele Maroni, Fabio Previdi

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Automated detection, extraction and counting of acne lesions for automatic evaluation and tracking of acne severity.

Gabriele Maroni, Michele Ermidoro, Fabio Previdi, Glauco Bigini

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017