Scale-Aware Neural Architecture Search for Multivariate Time Series Forecasting

14 December 2021

Papers citing "Scale-Aware Neural Architecture Search for Multivariate Time Series Forecasting"

8 / 8 papers shown

Title
Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting Zongjiang Shang Ling Chen Binqing Wu Dongliang Cui AI4TS AI4CE 31 1 0 31 Oct 2024
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach Difan Deng Marius Lindauer AI4TS 47 0 0 07 Jun 2024
Automated Deep Learning for Load Forecasting Julie Keisler Sandra Claudel Gilles Cabriel Margaux Brégère AI4TS 32 3 0 14 May 2024
MicroNAS: Memory and Latency Constrained Hardware-Aware Neural Architecture Search for Time Series Classification on Microcontrollers Tobias King Yexu Zhou Tobias Röddiger Michael Beigl 18 2 0 27 Oct 2023
An algorithmic framework for the optimization of deep neural networks architectures and hyperparameters Julie Keisler El-Ghazali Talbi Sandra Claudel Gilles Cabriel 20 6 0 27 Feb 2023
An Intelligent End-to-End Neural Architecture Search Framework for Electricity Forecasting Model Development Jin Yang Guangxin Jiang Ying-Fan Huang Ying Chen AI4TS 11 0 0 25 Mar 2022
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 167 3,873 0 14 Dec 2020
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016