4 problems
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The Hellinger likelihood-ratio testing conjecture for density estimation
Let be i.i.d. random variables with unknown density with respect to a measure on . Let denote the Hellinger distance between densiti…
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The minimax-constant conjecture for Hellinger distance
For , consider estimating the qubit-state parameter in the Hellinger-distance asymptotic regime, with the corresponding Poisson limit parameter . Minimax-c…
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Noncontractive dimensionality-reduction conjecture for Hellinger distance
Let a mapping used for dimensionality reduction be noncontractive, meaning that it does not decrease the distances between points. Consider the Hellinger distance on the probabilit…
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The one-dimensional -concave MLE Hellinger-rate conjecture
Let be the density of an i.i.d. one-dimensional sample, and let be its -concave maximum likelihood…