Maksim Polesskii

HT-Transformer: Event Sequences Classification by Accumulating Prefix Information with History Tokens

Deep learning has achieved strong results in modeling sequential data, including event sequences, temporal point processes, and irregular time series. Recently, transformers have largely replaced recurrent networks in these tasks. However, transformers often underperform recurrent networks in classi