Drawing from discussions at the inaugural DMLR workshop at ICML 2023 and meetings prior, in this report we outline the relevance of community engagement and infrastructure development for the creation of next-generation public datasets that will advance machine learning science. We chart a path forward as a collective effort to sustain the creation and maintenance of these datasets and methods towards positive scientific, societal and business impact.

翻译：基于在首届DMLR研讨会（ICML 2023）及其前序会议中的讨论，本报告概述了社区参与和基础设施建设对于创建下一代推动机器学习科学发展的公共数据集的相关重要性。我们规划出一条集体协作的前进道路，以持续创建并维护这些数据集与方法，从而产生积极的科学、社会及商业影响。