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cs.AI2025

Conformal Predictive Monitoring for Multi-Modal Scenarios

Francesca Cairoli, Luca Bortolussi, Jyotirmoy V. Deshmukh +2

We consider the problem of quantitative predictive monitoring (QPM) of stochastic systems, i.e., predicting at runtime the degree of satisfaction of a desired temporal logic proper…

cs.AI2023

Learning-Based Approaches to Predictive Monitoring with Conformal Statistical Guarantees

Francesca Cairoli, Luca Bortolussi, Nicola Paoletti

This tutorial focuses on efficient methods to predictive monitoring (PM), the problem of detecting at runtime future violations of a given requirement from the current state of a s…