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02/04/2023
Neural Time Series Analysis with Fourier Transform: A Survey
Recently, Fourier transform has been widely introduced into deep neural ...
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01/27/2023
Learning Informative Representation for Fairness-aware Multivariate Time-series Forecasting: A Group-based Perspective
Multivariate time series (MTS) forecasting has penetrated and benefited ...
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10/06/2022
Edge-Varying Fourier Graph Networks for Multivariate Time Series Forecasting
The key problem in multivariate time series (MTS) analysis and forecasti...
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09/01/2022
Temporal Conditional VAE for Distributional Drift Adaptation in Multivariate Time Series
Due to the nonstationary nature, the distribution of real-world multivar...
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07/20/2021