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Ben Hutchinson
Ben Hutchinson
Trustworthy ai, Google
Dirección de correo verificada de google.com
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Año
Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
Foundations and trends® in machine learning 14 (1–2), 1-210, 2021
51692021
Palm: Scaling language modeling with pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
Journal of Machine Learning Research 24 (240), 1-113, 2023
34252023
Model cards for model reporting
M Mitchell, S Wu, A Zaldivar, P Barnes, L Vasserman, B Hutchinson, ...
Proceedings of the conference on fairness, accountability, and transparency …, 2019
17282019
Lamda: Language models for dialog applications
R Thoppilan, D De Freitas, J Hall, N Shazeer, A Kulshreshtha, HT Cheng, ...
arXiv preprint arXiv:2201.08239, 2022
11012022
Closing the AI accountability gap: Defining an end-to-end framework for internal algorithmic auditing
ID Raji, A Smart, RN White, M Mitchell, T Gebru, B Hutchinson, ...
Proceedings of the 2020 conference on fairness, accountability, and …, 2020
6842020
Scaling autoregressive models for content-rich text-to-image generation
J Yu, Y Xu, JY Koh, T Luong, G Baid, Z Wang, V Vasudevan, A Ku, Y Yang, ...
arXiv preprint arXiv:2206.10789 2 (3), 5, 2022
6462022
50 years of test (un) fairness: Lessons for machine learning
B Hutchinson, M Mitchell
Proceedings of the conference on fairness, accountability, and transparency …, 2019
3562019
Towards accountability for machine learning datasets: Practices from software engineering and infrastructure
B Hutchinson, A Smart, A Hanna, E Denton, C Greer, O Kjartansson, ...
Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021
2712021
Social biases in NLP models as barriers for persons with disabilities
B Hutchinson, V Prabhakaran, E Denton, K Webster, Y Zhong, S Denuyl
arXiv preprint arXiv:2005.00813, 2020
2642020
Author profiling for English emails
D Estival, T Gaustad, SB Pham, W Radford, B Hutchinson
Proceedings of the 10th Conference of the Pacific Association for …, 2007
2312007
Using the web for language independent spellchecking and autocorrection
C Whitelaw, B Hutchinson, G Chung, G Ellis
Proceedings of the 2009 Conference on Empirical Methods in Natural Language …, 2009
2082009
Re-imagining algorithmic fairness in india and beyond
N Sambasivan, E Arnesen, B Hutchinson, T Doshi, V Prabhakaran
Proceedings of the 2021 ACM conference on fairness, accountability, and …, 2021
1512021
Automatic definition of entity collections
K Golden, B Hutchinson, A Behal, AO Marks, F Zhang, Y Gao, F Wu
US Patent 9,454,599, 2016
1192016
Perturbation sensitivity analysis to detect unintended model biases
V Prabhakaran, B Hutchinson, M Mitchell
arXiv preprint arXiv:1910.04210, 2019
1162019
Diversity and inclusion metrics in subset selection
M Mitchell, D Baker, N Moorosi, E Denton, B Hutchinson, A Hanna, ...
Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 117-123, 2020
1032020
Palm: Scaling language modeling with pathways. arXiv 2022
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
arXiv preprint arXiv:2204.02311 10, 2022
792022
Detecting bias with generative counterfactual face attribute augmentation
E Denton, B Hutchinson, M Mitchell, T Gebru, A Zaldivar
arXiv preprint arXiv:1906.06439 2 (5), 7, 2019
742019
Tat: an author profiling tool with application to arabic emails
D Estival, T Gaustad, SB Pham, W Radford, B Hutchinson
Proceedings of the Australasian Language Technology Workshop 2007, 21-30, 2007
692007
Advances and open problems in federated learning. arXiv 2019
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
arXiv preprint arXiv:1912.04977, 1912
661912
Acquiring the meaning of discourse markers
B Hutchinson
Proceedings of the 42nd Annual Meeting of the Association for Computational …, 2004
532004
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Artículos 1–20