Roberto Rocchetta

According to our database, Roberto Rocchetta authored at least 12 papers between 2015 and 2026.

Collaborative distances:

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

2026

Nonlinear reconciliation: Error reduction theorems.

Lorenzo Nespoli, Anubhab Biswas, Roberto Rocchetta, Vasco Medici

Trans. Mach. Learn. Res., 2026

Analysis of RUL dynamics and uncertainty via time transformation.

Pierre Dersin, Roberto Rocchetta

Reliab. Eng. Syst. Saf., 2026

2025

Influence Learning in Complex Systems.

Elena Congeduti, Roberto Rocchetta, Frans A. Oliehoek

Trans. Mach. Learn. Res., 2025

2024

A Survey on Scenario Theory, Complexity, and Compression-Based Learning and Generalization.

Roberto Rocchetta, Alexander Mey, Frans A. Oliehoek

IEEE Trans. Neural Networks Learn. Syst., December, 2024

Uncertainty analysis and interval prediction of LEDs lifetimes.

Roberto Rocchetta, Zhouzhao Zhan, Willem D. van Driel, Alessandro Di Bucchianico

Reliab. Eng. Syst. Saf., February, 2024

2022

A robust model selection framework for fault detection and system health monitoring with limited failure examples: Heterogeneous data fusion and formal sensitivity bounds.

Roberto Rocchetta, Qi Gao, Dimitrios Mavroeidis, Milan Petkovic

Eng. Appl. Artif. Intell., 2022

2021

A scenario optimization approach to reliability-based and risk-based design: Soft-constrained modulation of failure probability bounds.

Roberto Rocchetta, Luis G. Crespo

Reliab. Eng. Syst. Saf., 2021

Constructing Consonant Predictive Beliefs from Data with Scenario Theory.

Marco de Angelis, Roberto Rocchetta, Ander Gray, Scott Ferson

Proceedings of the International Symposium on Imprecise Probability: Theories and Applications, 2021

2020

A post-contingency power flow emulator for generalized probabilistic risks assessment of power grids.

Roberto Rocchetta, Edoardo Patelli

Reliab. Eng. Syst. Saf., 2020

A scenario optimization approach to reliability-based design.

Roberto Rocchetta, Luis G. Crespo, Sean P. Kenny

Reliab. Eng. Syst. Saf., 2020

2017

Stochastic analysis and reliability-cost optimization of distributed generators and air source heat pumps.

Roberto Rocchetta, Edoardo Patelli

Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

2015

Risk assessment and risk-cost optimization of distributed power generation systems considering extreme weather conditions.

Roberto Rocchetta, Yanfu Li, Enrico Zio

Reliab. Eng. Syst. Saf., 2015