1 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 1 cited
XRMDN: An Extended Recurrent Mixture Density Network for Short-Term Probabilistic Rider Demand Forecasting with High Volatility
Xiaoming Li, Hubert Normandin-Taillon, Chun Wang +1
In the realm of Mobility-on-Demand (MoD) systems, the forecasting of rider demand is a cornerstone for operational decision-making and system optimization. Traditional forecasting…
cs.LG2023★ 1 cited
Linear pretraining in recurrent mixture density networks
Hubert Normandin-Taillon, Frédéric Godin, Chun Wang
We present a method for pretraining a recurrent mixture density network (RMDN). We also propose a slight modification to the architecture of the RMDN-GARCH proposed by Nikolaev et…