Accuracy and Realism Trade-off in Event Sequence Forecasting
October 7, 2026
Research into multi-horizon event sequence forecasting reveals a fundamental trade-off between prediction accuracy and distributional realism. The study introduces a benchmark to evaluate how generative models handle heterogeneous numerical and categorical features in finance and healthcare.
HOW THIS AFFECTS YOU
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researcherYou must account for the inherent tension between accuracy and distributional realism when designing generative forecasters.