论文信息 - Universal Probability-Free Conformal Prediction

Universal Probability-Free Conformal Prediction

We construct a universal prediction system in the spirit of Popper's falsifiability and Kolmogorov complexity. This prediction system does not depend on any statistical assumptions, but under the IID assumption it dominates, although in a rather weak sense, conformal prediction.

Vladimir Vovk | Dusko Pavlovic | V. Vovk | Dusko Pavlovic

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