Online adaptations of early time series classifiers, particularly RL-based ones, improve robustness to drifting or stochastic decision costs.
An overview on concept drift learning,
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Early Classification of Time Series in Non-Stationary Cost Regimes
Online adaptations of early time series classifiers, particularly RL-based ones, improve robustness to drifting or stochastic decision costs.