no code implementations • 30 Dec 2021 • Yue Ju, Alka Isac, Yimin Nie
In this way, the proposed model gradually learns both local and global information without changing the total length of the input sequences.
no code implementations • 26 Jun 2020 • Xiaoming Li, Chun Wang, Xiao Huang, Yimin Nie
To fill the gap, in this work, we propose an innovative data-driven dynamic stochastic programming (DD-DSP) framework for time-series decision-making problem, which involves three components: GRU, Gaussian Mixture Model (GMM) and SP.