An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series

Xu Wang, Hongbo Zhang, Pengkun Wang, Yudong Zhang, Binwu Wang, Zhengyang Zhou, Yang Wang. An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series. In Ambuj Singh, Yizhou Sun, Leman Akoglu, Dimitrios Gunopulos, Xifeng Yan, Ravi Kumar 0001, Fatma Ozcan, Jieping Ye, editors, Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023. pages 2409-2418, ACM, 2023. [doi]

Abstract

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