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    2004
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    Variational Minimax Estimation of Discrete Distributions under KL Loss
    13 years 8 months ago
    Variational Minimax Estimation of Discrete Distributions under KL Loss
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    We develop a family of upper and lower bounds on the worst-case expected KL loss for estimating a discrete distribution on a finite number m of points, given N i.i.d. samples. Our...
    Liam Paninski
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