Search Results for author: Nick Hynes

Found 2 papers, 1 papers with code

Towards Efficient Data Valuation Based on the Shapley Value

1 code implementation • 27 Feb 2019 • Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Gurel, Bo Li, Ce Zhang, Dawn Song, Costas Spanos

In this paper, we study the problem of data valuation by utilizing the Shapley value, a popular notion of value which originated in cooperative game theory.

Data Valuation

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Efficient Deep Learning on Multi-Source Private Data

no code implementations • 17 Jul 2018 • Nick Hynes, Raymond Cheng, Dawn Song

Machine learning models benefit from large and diverse datasets.

BIG-bench Machine Learning Privacy Preserving

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