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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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Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series

Mar 03, 2021
Yinjun Wu, Jingchao Ni, Wei Cheng, Bo Zong, Dongjin Song, Zhengzhang Chen, Yanchi Liu, Xuchao Zhang, Haifeng Chen, Susan Davidson

* This paper is accepted by AAAI 2021 

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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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