OSCP optimizes conformal prediction score offsets via MILP minimization of an empirical region-size proxy for time-series, with validity guarantees and reduced computation versus prior methods.
Recursively feasible shrinking-horizon mpc in dynamic environments with conformal prediction guarantees,
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Efficient Quantification of Time-Series Prediction Error: Optimal Selection Conformal Prediction
OSCP optimizes conformal prediction score offsets via MILP minimization of an empirical region-size proxy for time-series, with validity guarantees and reduced computation versus prior methods.