Message Propagation Through Time: An Algorithm for Sequence Dependency Retention in Time Series Modeling

Shaoming Xu, Ankush Khandelwal, Arvind Renganathan +1

Time series modeling, a crucial area in science, often encounters challenges when training Machine Learning (ML) models like Recurrent Neural Networks (RNNs) using the conventional…