most citedExplaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration

4 citations · 4 across the 4 of their papers we have counts for

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stat.ML2024

Statistical Multicriteria Benchmarking via the GSD-Front

Christoph Jansen, Georg Schollmeyer, Julian Rodemann +2

Given the vast number of classifiers that have been (and continue to be) proposed, reliable methods for comparing them are becoming increasingly important. The desire for reliabili…

stat.ML2023

In all LikelihoodS: How to Reliably Select Pseudo-Labeled Data for Self-Training in Semi-Supervised Learning

Julian Rodemann, Christoph Jansen, Georg Schollmeyer +1

Self-training is a simple yet effective method within semi-supervised learning. The idea is to iteratively enhance training data by adding pseudo-labeled data. Its generalization p…