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Nicole Mitchell
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2020 – today
- 2024
- [j5]Nikita Dhawan, Nicole Mitchell, Zachary Charles, Zachary Garrett, Gintare Karolina Dziugaite:
Leveraging Function Space Aggregation for Federated Learning at Scale. Trans. Mach. Learn. Res. 2024 (2024) - [i5]Zachary Charles, Arun Ganesh, Ryan McKenna, H. Brendan McMahan, Nicole Mitchell, Krishna Pillutla, Keith Rush:
Fine-Tuning Large Language Models with User-Level Differential Privacy. CoRR abs/2407.07737 (2024) - 2023
- [c2]Nicole Mitchell, Johannes Ballé, Zachary Charles, Jakub Konecný:
A Rate-Distortion View on Model Updates. Tiny Papers @ ICLR 2023 - [c1]Zachary Charles, Nicole Mitchell, Krishna Pillutla, Michael Reneer, Zachary Garrett:
Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning. NeurIPS 2023 - [i4]Joo Hyung Lee, Wonpyo Park, Nicole Mitchell, Jonathan Pilault, Johan S. Obando-Ceron, Han-Byul Kim, Namhoon Lee, Elias Frantar, Yun Long, Amir Yazdanbakhsh, Shivani Agrawal, Suvinay Subramanian, Xin Wang, Sheng-Chun Kao, Xingyao Zhang, Trevor Gale, Aart Bik, Woohyun Han, Milen Ferev, Zhonglin Han, Hong-Seok Kim, Yann N. Dauphin, Karolina Dziugaite, Pablo Samuel Castro, Utku Evci:
JaxPruner: A concise library for sparsity research. CoRR abs/2304.14082 (2023) - [i3]Zachary Charles, Nicole Mitchell, Krishna Pillutla, Michael Reneer, Zachary Garrett:
Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning. CoRR abs/2307.09619 (2023) - [i2]Nikita Dhawan, Nicole Mitchell, Zachary Charles, Zachary Garrett, Gintare Karolina Dziugaite:
Leveraging Function Space Aggregation for Federated Learning at Scale. CoRR abs/2311.10291 (2023) - 2022
- [i1]Nicole Mitchell, Johannes Ballé, Zachary Charles, Jakub Konecný:
Optimizing the Communication-Accuracy Trade-off in Federated Learning with Rate-Distortion Theory. CoRR abs/2201.02664 (2022)
2010 – 2019
- 2011
- [j4]Nicole Mitchell:
Reference Renaissance: Current and Future Trends. Eds. Marie L. Radford and R. David Lankes. New York: Neal-Schuman, 2010. 312p. alk. paper $75 (ISBN 978-1555706807). LC2010-000229. Coll. Res. Libr. 72(2): 193-194 (2011) - [j3]Nicole Mitchell:
Ksenija Mincic-Obradovic. E-books in Academic Libraries. Oxford, United Kingdom: Chandos, 2011. 203p. $80 (ISBN 9781843345862). Coll. Res. Libr. 72(6): 606-607 (2011) - 2010
- [j2]Nicole Mitchell:
Kay Ann Cassell and Uma Hiremath. Reference and Information Services in the 21st Century: An Introduction. 2nd ed. New York: Neal-Schuman Publishers, 2009. 461p. alk. paper, $69.95 (ISBN 9781555706722). LC2009-023650. Coll. Res. Libr. 71(3): 287-288 (2010)
2000 – 2009
- 2008
- [j1]Nicole Mitchell:
Library 2.0: A guide to participatory library service. J. Assoc. Inf. Sci. Technol. 59(5): 855 (2008)
Coauthor Index
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