Introduces a set-preserving P2E calibrator for conformal prediction that improves efficiency and supports exact 1-alpha coverage in cross-conformal prediction and conformal aggregation.
Martingale methods for sequential estimation of convex functionals and diver- gences
2 Pith papers cite this work. Polarity classification is still indexing.
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A game-theoretic reformulation of sequential detection shows the LIL as the minimax boundary, with the optimal mixing prior being the Jeffreys prior on the scale-of-scales selected by the Erdős-Kolmogorov test, yielding a 3/2 coefficient for the first iterated-log correction.
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The multiply iterated law of the iterated logarithm: game-theoretic foundations of sequential detection boundaries
A game-theoretic reformulation of sequential detection shows the LIL as the minimax boundary, with the optimal mixing prior being the Jeffreys prior on the scale-of-scales selected by the Erdős-Kolmogorov test, yielding a 3/2 coefficient for the first iterated-log correction.