Sivaramakrishnan R Kaveri

Conformal Prediction Sets for Ordinal Classification

Ordinal classification (OC), i.e., labeling instances along classes with a natural ordering, is common in multiple applications such as size or budget based recommendations and disease severity labeling. Often in practical scenarios, it is desirable to obtain a small set of likely classes with a g…