The NeurIPS Journal Track aims to strengthen the bridge between machine learning and statistics communities and enable the dissemination of scientific knowledge. Journals such as JMLR and AoS accept rigorously reviewed papers on a rolling schedule outside of the conference cycle. This track allows the top accepted papers to also be presented at NeurIPS to get increased visibility and spark discussion.