If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN

3 May 2020

Papers citing "If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN"

5 / 5 papers shown

Title
pTSE: A Multi-model Ensemble Method for Probabilistic Time Series Forecasting Yunyi Zhou Zhixuan Chu Yijia Ruan Ge Jin Yuchen Huang Sheng Li AI4TS 21 10 0 16 May 2023
A review of predictive uncertainty estimation with machine learning Hristos Tyralis Georgia Papacharalampous UD UQCV 53 43 0 17 Sep 2022
Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization Lorenzo Pacchiardi Rilwan A. Adewoyin P. Dueben Ritabrata Dutta AI4TS 22 21 0 15 Dec 2021
Deep Time Series Forecasting with Shape and Temporal Criteria Vincent Le Guen Nicolas Thome AI4TS 32 27 0 09 Apr 2021
Probabilistic Time Series Forecasting with Structured Shape and Temporal Diversity Vincent Le Guen Nicolas Thome AI4TS 18 26 0 14 Oct 2020