Search Results for author: Hayden Helm

Found 3 papers, 1 papers with code

A Statistical Turing Test for Generative Models

no code implementations16 Sep 2023 Hayden Helm, Carey E. Priebe, Weiwei Yang

Implicit in these efforts is an assumption that the generation properties of a human are different from that of the machine.

Random Forests for Adaptive Nearest Neighbor Estimation of Information-Theoretic Quantities

1 code implementation30 Jun 2019 Ronan Perry, Ronak Mehta, Richard Guo, Eva Yezerets, Jesús Arroyo, Mike Powell, Hayden Helm, Cencheng Shen, Joshua T. Vogelstein

Information-theoretic quantities, such as conditional entropy and mutual information, are critical data summaries for quantifying uncertainty.

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