Oops, I Sampled it Again: Reinterpreting Confidence Intervals in Few-Shot Learning

Raphael Lafargue, Luke Smith, Franck Vermet +4

The predominant method for computing confidence intervals (CI) in few-shot learning (FSL) is based on sampling the tasks with replacement, i.e.\ allowing the same samples to appear…