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InfiniteTimeHorizonSafetyof BayesianNeuralNetworks
Neural Information Processing Systems
Compared totheexisting sampling-based approaches, which are inapplicable to the infinite time horizon setting, wetrain aseparate deterministic neural networkthatservesasaninfinite timehorizon safety certificate.
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4620a66570e554a3ff0e39dc59bcb07a-Paper-Conference.pdf
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By design, COLP is a parsimonious classifier, which gives rise to a provably identifiable causal model.
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