Chiara Picardi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Pedestrian Detection

Medical Diagnostic

Uncertain Environments

Machine Learning

Top Venues

J. Intell. Robotic Syst.

Publications

Ozan Vardal, Richard Hawkins, Colin Paterson, Chiara Picardi, Daniel Omeiza, Lars Kunze, Ibrahim Habli
Learning Run-time Safety Monitors for Machine Learning Components. CoRR (2024)
Richard Hawkins, Chiara Picardi, Lucy Donnell, Murray Ireland
Creating a Safety Assurance Case for a Machine Learned Satellite-Based Wildfire Detection and Alert System. J. Intell. Robotic Syst. 108 (3) (2023)
Chiara Picardi, Richard Hawkins, Colin Paterson, Ibrahim Habli
Transfer Assurance for Machine Learning in Autonomous Systems. SafeAI@AAAI (2023)
Richard Hawkins, Chiara Picardi, Lucy Donnell, Murray Ireland
Creating a Safety Assurance Case for an ML Satellite-Based Wildfire Detection and Alert System. CoRR (2022)
Richard Hawkins, Colin Paterson, Chiara Picardi, Yan Jia, Radu Calinescu, Ibrahim Habli
Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS). CoRR (2021)
Colin Paterson, Radu Calinescu, Chiara Picardi
Detection and Mitigation of Rare Subclasses in Deep Neural Network Classifiers. AITest (2021)
Chiara Picardi, Colin Paterson, Richard Hawkins, Radu Calinescu, Ibrahim Habli
Assurance Argument Patterns and Processes for Machine Learning in Safety-Related Systems. SafeAI@AAAI (2020)
Ibrahim Habli, Rob Alexander, Richard Hawkins, Mark Sujan, John McDermid, Chiara Picardi, Tom Lawton
Enhancing Covid-19 Decision-Making by Creating an Assurance Case for Simulation Models. CoRR (2020)
Lydia Gauerhof, Richard Hawkins, Chiara Picardi, Colin Paterson, Yuki Hagiwara, Ibrahim Habli
Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings. SAFECOMP (2020)
Chiara Picardi, Richard Hawkins, Colin Paterson, Ibrahim Habli
A Pattern for Arguing the Assurance of Machine Learning in Medical Diagnosis Systems. SAFECOMP (2019)
Chiara Picardi, Ibrahim Habli
Perspectives on Assurance Case Development for Retinal Disease Diagnosis Using Deep Learning. AIME (2019)
Chiara Picardi, Jeremy Cosgrove, Stephen L. Smith, Stuart Jamieson, Jane E. Alty
Objective Assessment of Cognitive Impairment in Parkinson's Disease Using Evolutionary Algorithm. EvoApplications (1) (2017)