1 code implementation • NeurIPS 2021 • Abdul Fatir Ansari, Konstantinos Benidis, Richard Kurle, Ali Caner Turkmen, Harold Soh, Alexander J. Smola, Yuyang Wang, Tim Januschowski
We propose the Recurrent Explicit Duration Switching Dynamical System (RED-SDS), a flexible model that is capable of identifying both state- and time-dependent switching dynamics.
no code implementations • 4 Oct 2020 • Ali Caner Turkmen, Tim Januschowski, Yuyang Wang, Ali Taylan Cemgil
Intermittency is a common and challenging problem in demand forecasting.
1 code implementation • 23 Nov 2019 • Ali Caner Turkmen, Yuyang Wang, Tim Januschowski
Intermittent demand, where demand occurrences appear sporadically in time, is a common and challenging problem in forecasting.