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CHEF: A Cheap and Fast Pipeline for Iteratively Cleaning Label Uncertainties (Technical Report)


Jul 24, 2021
Yinjun Wu, James Weimer, Susan B. Davidson

* Accepted by VLDB 2021 

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Chef: a cheap and fast pipeline for iteratively cleaning label uncertainties


Jul 19, 2021
Yinjun Wu, James Weimer, Susan B. Davidson


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DeltaGrad: Rapid retraining of machine learning models


Jun 30, 2020
Yinjun Wu, Edgar Dobriban, Susan B. Davidson

* published in ICML 2020 

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PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models


Feb 26, 2020
Yinjun Wu, Val Tannen, Susan B. Davidson

* 28 Pages, published in 2020 ACM SIGMOD International Conference on Management of Data (SIGMOD 2020) 

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