Nicole Mitchell | DeepAI

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research

∙ 07/18/2023

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

We introduce a library, Dataset Grouper, to create large-scale group-str...

0 Zachary Charles, et al. ∙

research

∙ 04/27/2023

JaxPruner: A concise library for sparsity research

This paper introduces JaxPruner, an open-source JAX-based pruning and sp...

4 Joo Hyung Lee, et al. ∙

research

∙ 01/07/2022

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

A significant bottleneck in federated learning is the network communicat...

14 Nicole Mitchell, et al. ∙

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