Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting

28 November 2022

Papers citing "Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting"

4 / 4 papers shown

Title
Large Scale Hierarchical Industrial Demand Time-Series Forecasting incorporating Sparsity Harshavardhan Kamarthi Aditya B. Sasanur Xinjie Tong Xingyu Zhou James Peters Joe Czyzyk B. Aditya Prakash AI4TS 26 2 0 02 Jul 2024
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series Vijay Ekambaram Arindam Jati Pankaj Dayama Sumanta Mukherjee Nam H. Nguyen Wesley M. Gifford Chandra Reddy Jayant Kalagnanam AI4TS VLM 38 21 0 08 Jan 2024
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting Vijayabharathi Ekambaram Arindam Jati Nam H. Nguyen Phanwadee Sinthong Jayant Kalagnanam AI4TS 45 135 0 14 Jun 2023
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 169 3,900 0 14 Dec 2020