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Efficient Online Continual Foundation Model Fine-Tuning for Predictive Process Monitoring

van Straten, Sjoerd et al.
arXiv (OAI Expanded) · Papers
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machine-learning
Predictive Process Monitoring (PPM) models are increasingly deployed in dynamic environments where concept drift causes the underlying process distribution to shift over time. While recent work has moved toward online continual learning, existing methods train compact, task-specific networks entirel
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