Special session at Virtual ISF2020 on Global Modelling for Forecasting
Pablo Montero-Manso and I are organising an invited session at Virtual ISF2020 on Global Modelling for Forecasting. Details are here
Speakers and topics are:
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Kasun Bandara (Speaker) Student, Monash University
Transfer Learning Schemes for Global Forecasting Models using Recurrent Neural Networks -
Alexey Chernikov (Speaker) Student, Monash
Automatic Feature-based Forecast Model Averaging -
Dilini Rajapaksha (Speaker) PhD Student, Monash University
Local Model-Agnostic Interpretability in Global Time Series Forecasting -
Rakshitha Godahewa (Speaker) Student, Monash University
Addressing Data Heterogeneity in Time Series Forecasting using Global Ensemble Models -
Hansika Hewamalage (Speaker) Student, Monash University
Global Models for Time Series Forecasting: A Simulation Study -
Pablo Montero-Manso (Speaker) Research Fellow, Monash University
Why does joint forecasting of multiple time series work so well?