Chiara Picardi

18 papers A* 1B 3Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adversarial Intent is a Latent Variable: Stateful Trust Inference for Securing Multimodal Agentic RAG. CoRR Inderjeet Singh, Vikas Pahuja, Aishvariya Priya Rathina Sabapathy, Chiara Picardi, Amit Giloni, Roman Vainshtein, Andrés F. Murillo, Hisashi Kojima, Motoyoshi Sekiya, Yuki Unno, Junichi Suga
2026	J	`jnl`	AgenTRIM: Tool Risk Mitigation for Agentic AI. CoRR Roy Betser, Shamik Bose, Amit Giloni, Chiara Picardi, Sindhu Padakandla, Roman Vainshtein
2025	A*	`conf`	CAIR: Counterfactual-based Agent Influence Ranker for Agentic AI Workflows. EMNLP Amit Giloni, Chiara Picardi, Roy Betser, Shamik Bose, Aishvariya Priya Rathina Sabapathy, Roman Vainshtein
2025	J	`jnl`	Counterfactual-based Agent Influence Ranker for Agentic AI Workflows. CoRR Amit Giloni, Chiara Picardi, Roy Betser, Shamik Bose, Aishvariya Priya Rathina Sabapathy, Roman Vainshtein
2025	J	`jnl`	LumiMAS: A Comprehensive Framework for Real-Time Monitoring and Enhanced Observability in Multi-Agent Systems. CoRR Ron Solomon, Yarin Yerushalmi Levi, Lior Vaknin, Eran Aizikovich, Amit Baras, Etai Ohana, Amit Giloni, Shamik Bose, Chiara Picardi, Yuval Elovici, Asaf Shabtai
2025	J	`jnl`	Safety assurance of Machine Learning for autonomous systems. Reliab. Eng. Syst. Saf. Colin Paterson, Richard Hawkins, Chiara Picardi, Yan Jia, Radu Calinescu, Ibrahim Habli
2024	J	`jnl`	Learning Run-time Safety Monitors for Machine Learning Components. CoRR Ozan Vardal, Richard Hawkins, Colin Paterson, Chiara Picardi, Daniel Omeiza, Lars Kunze, Ibrahim Habli
2023	J	`jnl`	Creating a Safety Assurance Case for a Machine Learned Satellite-Based Wildfire Detection and Alert System. J. Intell. Robotic Syst. Richard Hawkins, Chiara Picardi, Lucy Donnell, Murray Ireland
2023	—	`conf`	Transfer Assurance for Machine Learning in Autonomous Systems. SafeAI@AAAI Chiara Picardi, Richard Hawkins, Colin Paterson, Ibrahim Habli
2022	J	`jnl`	Creating a Safety Assurance Case for an ML Satellite-Based Wildfire Detection and Alert System. CoRR Richard Hawkins, Chiara Picardi, Lucy Donnell, Murray Ireland
2021	—	`conf`	Detection and Mitigation of Rare Subclasses in Deep Neural Network Classifiers. AITest Colin Paterson, Radu Calinescu, Chiara Picardi
2021	J	`jnl`	Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS). CoRR Richard Hawkins, Colin Paterson, Chiara Picardi, Yan Jia, Radu Calinescu, Ibrahim Habli
2020	—	`conf`	Assurance Argument Patterns and Processes for Machine Learning in Safety-Related Systems. SafeAI@AAAI Chiara Picardi, Colin Paterson, Richard Hawkins, Radu Calinescu, Ibrahim Habli
2020	B	`conf`	Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings. SAFECOMP Lydia Gauerhof, Richard Hawkins, Chiara Picardi, Colin Paterson, Yuki Hagiwara, Ibrahim Habli
2020	J	`jnl`	Enhancing Covid-19 Decision-Making by Creating an Assurance Case for Simulation Models. CoRR Ibrahim Habli, Rob Alexander, Richard Hawkins, Mark Sujan, John A. McDermid, Chiara Picardi, Tom Lawton
2019	B	`conf`	A Pattern for Arguing the Assurance of Machine Learning in Medical Diagnosis Systems. SAFECOMP Chiara Picardi, Richard Hawkins, Colin Paterson, Ibrahim Habli
2019	B	`conf`	Perspectives on Assurance Case Development for Retinal Disease Diagnosis Using Deep Learning. AIME Chiara Picardi, Ibrahim Habli
2017	—	`conf`	Objective Assessment of Cognitive Impairment in Parkinson's Disease Using Evolutionary Algorithm. EvoApplications (1) Chiara Picardi, Jeremy Cosgrove, Stephen L. Smith, Stuart Jamieson, Jane E. Alty