Joseph Soriaga | DeepAI

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FP8 versus INT8 for efficient deep learning inference

Recently, the idea of using FP8 as a number format for neural network tr...

5 Mart van Baalen, et al. ∙

∙ 11/19/2021

An Expectation-Maximization Perspective on Federated Learning

Federated learning describes the distributed training of models across m...

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∙ 04/23/2021

Unsupervised Information Obfuscation for Split Inference of Neural Networks

Splitting network computations between the edge device and a server enab...

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∙ 04/18/2021

Federated Learning of User Verification Models Without Sharing Embeddings

We consider the problem of training User Verification (UV) models in fed...

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∙ 07/09/2020

Federated Learning of User Authentication Models

Machine learning-based User Authentication (UA) models have been widely ...

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