Tristan Deleu

BatchGFN: Generative Flow Networks for Batch Active Learning

2023 · arXiv (Cornell University)

We introduce BatchGFN -- a novel approach for pool-based active learning that uses generative flow networks to sample sets of data points proportional to a batch reward. With an appropriate reward function to quantify the …