Nicole Mitchell

According to our database, Nicole Mitchell authored at least 10 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Leveraging Function Space Aggregation for Federated Learning at Scale.

Nikita Dhawan, Nicole Mitchell, Zachary Charles, Zachary Garrett, Gintare Karolina Dziugaite

Trans. Mach. Learn. Res., 2024

Fine-Tuning Large Language Models with User-Level Differential Privacy.

Zachary Charles, Arun Ganesh, Ryan McKenna, H. Brendan McMahan, Nicole Mitchell, Krishna Pillutla, Keith Rush

CoRR, 2024

2023

JaxPruner: A concise library for sparsity research.

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

CoRR, 2023

Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning.

Zachary Charles, Nicole Mitchell, Krishna Pillutla, Michael Reneer, Zachary Garrett

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Rate-Distortion View on Model Updates.

Nicole Mitchell, Johannes Ballé, Zachary Charles, Jakub Konecný

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

2022

Optimizing the Communication-Accuracy Trade-off in Federated Learning with Rate-Distortion Theory.

Nicole Mitchell, Johannes Ballé, Zachary Charles, Jakub Konecný

CoRR, 2022

2011

Ksenija Mincic-Obradovic. <i>E-books in Academic Libraries</i>. Oxford, United Kingdom: Chandos, 2011. 203p. $80 (ISBN 9781843345862).

Nicole Mitchell

Coll. Res. Libr., 2011

<i>Reference Renaissance: Current and Future Trends</i>. Eds. Marie L. Radford and R. David Lankes. New York: Neal-Schuman, 2010. 312p. alk. paper $75 (ISBN 978-1555706807). LC2010-000229.

Nicole Mitchell

Coll. Res. Libr., 2011

2010

Kay Ann Cassell and Uma Hiremath. <i>Reference and Information Services in the 21st Century: An Introduction</i>. 2nd ed. New York: Neal-Schuman Publishers, 2009. 461p. alk. paper, $69.95 (ISBN 9781555706722). LC2009-023650.

Nicole Mitchell

Coll. Res. Libr., 2010

2008

Library 2.0: A guide to participatory library service.

Nicole Mitchell

J. Assoc. Inf. Sci. Technol., 2008