Nirupam Gupta | DeepAI

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Shuo Liu
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research

∙ 09/30/2022

SoK: On the Impossible Security of Very Large Foundation Models

Large machine learning models, or so-called foundation models, aim to se...

0 El Mahdi El Mhamdi, et al. ∙

research

∙ 01/22/2021

Approximate Byzantine Fault-Tolerance in Distributed Optimization

We consider the problem of Byzantine fault-tolerance in distributed mult...

0 Shuo Liu, et al. ∙

research

∙ 08/11/2020

Byzantine Fault-Tolerant Distributed Machine Learning Using Stochastic Gradient Descent (SGD) and Norm-Based Comparative Gradient Elimination (CGE)

This report considers the problem of Byzantine fault-tolerance in homoge...

0 Nirupam Gupta, et al. ∙

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