2 papers
cs.CV2025
Uncertainty Guarantees on Automated Precision Weeding using Conformal Prediction
Paul Melki, Lionel Bombrun, Boubacar Diallo +2
Precision agriculture in general, and precision weeding in particular, have greatly benefited from the major advancements in deep learning and computer vision. A large variety of c…
cs.CV2024
The Penalized Inverse Probability Measure for Conformal Classification
Paul Melki, Lionel Bombrun, Boubacar Diallo +2
The deployment of safe and trustworthy machine learning systems, and particularly complex black box neural networks, in real-world applications requires reliable and certified guar…