Transformers for Mixed-type Event Sequences

NeurIPSSpotlight2025

Authors
Felix Draxler, Yang Meng, Kai Nelson, Lukas Laskowski, Yibo Yang, Theofanis Karaletsos, Stephan Mandt
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

Event sequences appear widely in domains such as medicine, finance, and remote sensing, yet modeling them is challenging due to their heterogeneity: sequences often contain multiple event types with d…

Opening excerpt from the authors’ abstract. source

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Topics

transformer

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