Faculty of ECE and of Computer Science, Technion, Israel; Faculty of Electrical & Computer Engineering (ECE) Technion, Israel; Department of Data Sciences and Operations, University of Southern California, Los Angeles, California, USA
Bat-Sheva Einbinder, Yaniv Romano, Matteo Sesia, Yanfei Zhou
Deep learning;Uncertainty;Conformal inference;Multi-class classification;Overfitting;Confidence.
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning