Mark Mazumder, Colby R. Banbury, Xiaozhe Yao, Bojan Karlas, William Gaviria Rojas, Sudnya Frederick Diamos, Greg Diamos, Lynn He, Alicia Parrish, Hannah Rose Kirk, Jessica Quaye, Charvi Rastogi, Douwe Kiela, David Jurado, David Kanter, Rafael Mosquera, Will Cukierski, Juan Ciro, Lora Aroyo, Bilge Acun, Lingjiao Chen, Mehul Raje, Max Bartolo, Evan Sabri Eyuboglu, Amirata Ghorbani, Emmett D. Goodman, Addison Howard, Oana Inel, Tariq Kane, Christine R. Kirkpatrick, D. Sculley, Tzu-Sheng Kuo, Jonas W. Mueller, Tristan Thrush, Joaquin Vanschoren, Margaret Warren, Adina Williams, Serena Yeung, Newsha Ardalani, Praveen K. Paritosh, Ce Zhang, James Y. Zou, Carole-Jean Wu, Cody Coleman, Andrew Y. Ng, Peter Mattson, Vijay Janapa Reddi. DataPerf: Benchmarks for Data-Centric AI Development. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]
@inproceedings{MazumderBYKRDDH23,
title = {DataPerf: Benchmarks for Data-Centric AI Development},
author = {Mark Mazumder and Colby R. Banbury and Xiaozhe Yao and Bojan Karlas and William Gaviria Rojas and Sudnya Frederick Diamos and Greg Diamos and Lynn He and Alicia Parrish and Hannah Rose Kirk and Jessica Quaye and Charvi Rastogi and Douwe Kiela and David Jurado and David Kanter and Rafael Mosquera and Will Cukierski and Juan Ciro and Lora Aroyo and Bilge Acun and Lingjiao Chen and Mehul Raje and Max Bartolo and Evan Sabri Eyuboglu and Amirata Ghorbani and Emmett D. Goodman and Addison Howard and Oana Inel and Tariq Kane and Christine R. Kirkpatrick and D. Sculley and Tzu-Sheng Kuo and Jonas W. Mueller and Tristan Thrush and Joaquin Vanschoren and Margaret Warren and Adina Williams and Serena Yeung and Newsha Ardalani and Praveen K. Paritosh and Ce Zhang and James Y. Zou and Carole-Jean Wu and Cody Coleman and Andrew Y. Ng and Peter Mattson and Vijay Janapa Reddi},
year = {2023},
url = {http://papers.nips.cc/paper_files/paper/2023/hash/112db88215e25b3ae2750e9eefcded94-Abstract-Datasets_and_Benchmarks.html},
researchr = {https://researchr.org/publication/MazumderBYKRDDH23},
cites = {0},
citedby = {0},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}