Simultaneously Reconciled Quantile Forecasting of Hierarchically Related Time Series

25 February 2021

Papers citing "Simultaneously Reconciled Quantile Forecasting of Hierarchically Related Time Series"

5 / 5 papers shown

Title
When Rigidity Hurts: Soft Consistency Regularization for Probabilistic Hierarchical Time Series Forecasting Harshavardhan Kamarthi Lingkai Kong Alexander Rodríguez Chao Zhang B. Prakash AI4TS 13 5 0 17 Oct 2023
Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting Andrea Cini Danilo P. Mandic C. Alippi AI4TS 16 9 0 30 May 2023
Efficient Forecasting of Large Scale Hierarchical Time Series via Multilevel Clustering Xing Han Tongzheng Ren Jing Hu Joydeep Ghosh Nhat Ho AI4TS 20 0 0 27 May 2022
Probabilistic Hierarchical Forecasting with Deep Poisson Mixtures Kin G. Olivares N. Meetei Ruijun Ma Rohan Reddy Mengfei Cao Lee Dicker AI4TS 25 24 0 25 Oct 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,635 0 05 Dec 2016