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TrueBranch: Metric Learning-based Verification of Forest Conservation Projects


Apr 21, 2020
Simona Santamaria, David Dao, Björn Lütjens, Ce Zhang

* *Authors have contributed equally. Published as Spotlight Presentation at ICLR 2020 Workshop on Tackling Climate Change with Machine Learning 

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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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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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DataBright: Towards a Global Exchange for Decentralized Data Ownership and Trusted Computation


Feb 13, 2018
David Dao, Dan Alistarh, Claudiu Musat, Ce Zhang


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