Chiara Picardi

According to our database, Chiara Picardi authored at least 12 papers between 2017 and 2024.

Collaborative distances:

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

2024

Learning Run-time Safety Monitors for Machine Learning Components.

Ozan Vardal, Richard Hawkins, Colin Paterson, Chiara Picardi, Daniel Omeiza, Lars Kunze, Ibrahim Habli

CoRR, 2024

2023

Creating a Safety Assurance Case for a Machine Learned Satellite-Based Wildfire Detection and Alert System.

Richard Hawkins, Chiara Picardi, Lucy Donnell, Murray Ireland

J. Intell. Robotic Syst., July, 2023

Transfer Assurance for Machine Learning in Autonomous Systems.

Chiara Picardi, Richard Hawkins, Colin Paterson, Ibrahim Habli

Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023

2022

Creating a Safety Assurance Case for an ML Satellite-Based Wildfire Detection and Alert System.

Richard Hawkins, Chiara Picardi, Lucy Donnell, Murray Ireland

CoRR, 2022

2021

Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS).

Richard Hawkins, Colin Paterson, Chiara Picardi, Yan Jia, Radu Calinescu, Ibrahim Habli

CoRR, 2021

Detection and Mitigation of Rare Subclasses in Deep Neural Network Classifiers.

Colin Paterson, Radu Calinescu, Chiara Picardi

Proceedings of the 2021 IEEE International Conference on Artificial Intelligence Testing, 2021

2020

Enhancing Covid-19 Decision-Making by Creating an Assurance Case for Simulation Models.

Ibrahim Habli, Rob Alexander, Richard Hawkins, Mark Sujan, John A. McDermid, Chiara Picardi, Tom Lawton

CoRR, 2020

Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings.

Lydia Gauerhof, Richard Hawkins, Chiara Picardi, Colin Paterson, Yuki Hagiwara, Ibrahim Habli

Proceedings of the Computer Safety, Reliability, and Security, 2020

Assurance Argument Patterns and Processes for Machine Learning in Safety-Related Systems.

Chiara Picardi, Colin Paterson, Richard Hawkins, Radu Calinescu, Ibrahim Habli

Proceedings of the Workshop on Artificial Intelligence Safety, 2020

2019

A Pattern for Arguing the Assurance of Machine Learning in Medical Diagnosis Systems.

Chiara Picardi, Richard Hawkins, Colin Paterson, Ibrahim Habli

Proceedings of the Computer Safety, Reliability, and Security, 2019

Perspectives on Assurance Case Development for Retinal Disease Diagnosis Using Deep Learning.

Chiara Picardi, Ibrahim Habli

Proceedings of the Artificial Intelligence in Medicine, 2019

2017

Objective Assessment of Cognitive Impairment in Parkinson's Disease Using Evolutionary Algorithm.

Chiara Picardi, Jeremy Cosgrove, Stephen L. Smith, Stuart Jamieson, Jane E. Alty

Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017