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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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