Search Results for author: Yimin Nie

Found 2 papers, 0 papers with code

ChunkFormer: Learning Long Time Series with Multi-stage Chunked Transformer

no code implementations30 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.

Time Series Time Series Analysis

A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming

no code implementations26 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.

Decision Making Time Series +1

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