41 citations · 86 across the 5 of their papers we have counts for
5 papers
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling
Léo Andéol, Thomas Fel, Florence De Grancey +1
Deploying deep learning models in real-world certified systems requires the ability to provide confidence estimates that accurately reflect their uncertainty. In this paper, we dem…
Conformal Prediction for Trustworthy Detection of Railway Signals
Léo Andéol, Thomas Fel, Florence De Grancey +1
We present an application of conformal prediction, a form of uncertainty quantification with guarantees, to the detection of railway signals. State-of-the-art architectures are tes…
White Paper Machine Learning in Certified Systems
Hervé Delseny, Christophe Gabreau, Adrien Gauffriau +25
Machine Learning (ML) seems to be one of the most promising solution to automate partially or completely some of the complex tasks currently realized by humans, such as driving veh…
An above-barrier narrow resonance in F
F. De Grancey, A. Mercenne, F. de Oliveira Santos +37
Intense and purified radioactive beam of post-accelerated O was used to study the low-lying states in the unbound F nucleus. Exploiting resonant elastic scattering in…
Measurements of nuclear -ray line emission in interactions of protons and particles with N, O, Ne and Si
H. Benhabiles-Mezhoud, J. Kiener, J. -P. Thibaud +14
-ray production cross sections have been measured in proton irradiations of N, Ne and Si and -particle irradiations of N and Ne. In the same experiment we extracted also line…