Theoretical Description

TO BE CONTINUED

[2] Mauricio Sadinle, Jing Lei, & Larry Wasserman. “Least Ambiguous Set-Valued Classifiers With Bounded Error Levels.” Journal of the American Statistical Association, 114:525, 223-234, 2019.

[3] Yaniv Romano, Matteo Sesia and Emmanuel J. Candès. “Classification with Valid and Adaptive Coverage.” NeurIPS 202 (spotlight).

[4] Anastasios Nikolas Angelopoulos, Stephen Bates, Michael Jordan and Jitendra Malik. “Uncertainty Sets for Image Classifiers using Conformal Prediction.” International Conference on Learning Representations 2021.