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Warren Richard Morningstar

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Random Field Augmentations for Self-Supervised Representation Learning

Nov 07, 2023
Philip Andrew Mansfield, Arash Afkanpour, Warren Richard Morningstar, Karan Singhal

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Towards Federated Learning Under Resource Constraints via Layer-wise Training and Depth Dropout

Sep 11, 2023
Pengfei Guo, Warren Richard Morningstar, Raviteja Vemulapalli, Karan Singhal, Vishal M. Patel, Philip Andrew Mansfield

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Federated Variational Inference: Towards Improved Personalization and Generalization

May 25, 2023
Elahe Vedadi, Joshua V. Dillon, Philip Andrew Mansfield, Karan Singhal, Arash Afkanpour, Warren Richard Morningstar

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Federated Training of Dual Encoding Models on Small Non-IID Client Datasets

Sep 30, 2022
Raviteja Vemulapalli, Warren Richard Morningstar, Philip Andrew Mansfield, Hubert Eichner, Karan Singhal, Arash Afkanpour, Bradley Green

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