SAMPLING DEVICE AND SAMPLING METHOD

A sampling device includes a memory and a processor configured to execute selecting a control flow corresponding to each branch in a probabilistic program; optimizing the program by applying predetermined transformation rules to the program of the selected control flow by back propagation; and gener...

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Bibliographische Detailangaben
Hauptverfasser: HASUO, Ichiro, EBERHART, Clovis, CHO, Kenta, OYABU, Yuichiro, KATSUMATA, Shinya, SUENAGA, Kohei
Format: Patent
Sprache:eng
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Zusammenfassung:A sampling device includes a memory and a processor configured to execute selecting a control flow corresponding to each branch in a probabilistic program; optimizing the program by applying predetermined transformation rules to the program of the selected control flow by back propagation; and generating samples according to the optimized program.