Department of Electrical and Computer Engineering, Department of Computer Science, Technion IIT, Haifa, Israel; Department of Data Sciences and Operations, University of Southern California, Los Angeles, California, USA; Department of Electrical and Computer Engineering, Technion IIT, Haifa, Israel; Citi Innovation Lab, Tel Aviv, Israel
Meshi Bashari, Amir Epstein, Yaniv Romano, Matteo Sesia
Conformal inference;Derandomization;E-values;False discovery rate;Out-of-distribution testing;Testing for outliers;Uncertainty
Derandomized novelty detection with FDR control via conformal e-values