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04/12/2023
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling
Deploying deep learning models in real-world certified systems requires ...
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01/26/2023
Conformal Prediction for Trustworthy Detection of Railway Signals
We present an application of conformal prediction, a form of uncertainty...
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07/12/2019
Learning to Handle Parameter Perturbations in Combinatorial Optimization: an Application to Facility Location
We present an approach to couple the resolution of Combinatorial Optimiz...
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05/09/2019
