ALPBench: A Benchmark for Active Learning Pipelines on Tabular Data

Valentin Margraf, Marcel Wever, Sandra Gilhuber +3

In settings where only a budgeted amount of labeled data can be afforded, active learning seeks to devise query strategies for selecting the most informative data points to be labe…