research
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10/16/2022
Accelerating Transfer Learning with Near-Data Computation on Cloud Object Stores
Near-data computation techniques have been successfully deployed to miti...
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10/12/2020
Garfield: System Support for Byzantine Machine Learning
Byzantine Machine Learning (ML) systems are nowadays vulnerable for they...
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08/03/2020
Collaborative Learning as an Agreement Problem
We address the problem of Byzantine collaborative learning: a set of n n...
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11/18/2019
Fast Machine Learning with Byzantine Workers and Servers
Machine Learning (ML) solutions are nowadays distributed and are prone t...
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05/05/2019