Dataperf: Benchmarks for data-centric ai development

M Mazumder, C Banbury, X Yao… - Advances in …, 2024 - proceedings.neurips.cc
Abstract Machine learning research has long focused on models rather than datasets, and
prominent datasets are used for common ML tasks without regard to the breadth, difficulty …
被引用次数：93 相关文章

DataPerf: benchmarks for data-centric AI development

M Mazumder, C Banbury, X Yao, B Karlaş… - Proceedings of the 37th …, 2023 - dl.acm.org
Machine learning research has long focused on models rather than datasets, and prominent
datasets are used for common ML tasks without regard to the breadth, difficulty, and …

DataPerf: Benchmarks for Data-Centric AI Development

M Mazumder, C Banbury, X Yao, B Karlaš… - arXiv preprint arXiv …, 2022 - arxiv.org
Machine learning research has long focused on models rather than datasets, and prominent
datasets are used for common ML tasks without regard to the breadth, difficulty, and …

DataPerf: Benchmarks for Data-Centric AI Development

M Mazumder, C Banbury, X Yao, B Karlaš… - arXiv e …, 2022 - ui.adsabs.harvard.edu
Abstract Machine learning research has long focused on models rather than datasets, and
prominent datasets are used for common ML tasks without regard to the breadth, difficulty …

DataPerf: Benchmarks for Data-Centric AI Development

M Mazumder, C Banbury, X Yao, B Karlaš… - … -seventh Conference on … - openreview.net
Machine learning research has long focused on models rather than datasets, and prominent
datasets are used for common ML tasks without regard to the breadth, difficulty, and …

DataPerf: Benchmarks for Data-Centric AI Development

M Mazumder, C Banbury, X Yao… - Advances in Neural …, 2023 - experts.illinois.edu
Abstract Machine learning research has long focused on models rather than datasets, and
prominent datasets are used for common ML tasks without regard to the breadth, difficulty …