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Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Sep 11, 2019
Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nezihe Merve Gurel, Bo Li, Ce Zhang, Costas J. Spanos, Dawn Song

* PVLDB, 12(11): 1610-1623, 2019 

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Quantitative Overfitting Management for Human-in-the-loop ML Application Development with ease.ml/meter

Jun 06, 2019
Frances Ann Hubis, Wentao Wu, Ce Zhang


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Towards Efficient Data Valuation Based on the Shapley Value

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


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