20 citations · 20 across the 4 of their papers we have counts for
4 papers · 1 filter
Graph-Based Learning for Multi-Horizon Martian Atmospheric Forecasting
Gary Myler, James Holmes, Manish Patel +1
Martian weather forecasting is important for future exploration, but atmospheric behaviour on Mars combines spatial, temporal, vertical, and dust-driven processes in ways that chal…
From Failure to Alignment: A Requirements Engineering Framework for Machine Learning Systems
Amel Bennaceur, Gopi Krishnan Rajbahadur, Prince Mercy +2
Organisations designing, developing, and deploying machine learning systems (MLS) need to be able to check that these systems are trustworthy, and communicate this clearly to their…
FormIDEAble: Safe and Socially-aware Autonomous Systems
Livia Lestingi, Amel Bennaceur, Marcello M. Bersani +5
Autonomous agents operating in socio-critical settings must coordinate with humans under uncertainty while respecting explicit safety constraints. Existing approaches either accoun…
Dynasto: Validity-Aware Dynamic-Static Parameter Optimization for Autonomous Driving Testing
Dmytro Humeniuk, Mohammad Hamdaqa, Houssem Ben Braiek +2
Extensive simulation-based testing is important for assuring the safety of autonomous driving systems (ADS). However, generating safety-critical traffic scenarios remains challengi…