Sökning: "Yumeng Zhang"

Hittade 1 uppsats innehållade orden Yumeng Zhang.

  1. 1. Siamese Neural Networks for Regression: Similarity-BasedPairing and Uncertainty Quantification

    Master-uppsats, Uppsala universitet/Institutionen för farmaceutisk biovetenskap

    Författare :Yumeng Zhang; [2022]
    Nyckelord :;

    Sammanfattning : Here we present a similarity-based pairing method for generating compound pairs to train a Siamese Neural Network. In comparison with the conventional exhaustive pairing of N2/2 pairs (N being the sizeof the training set), this method results in N-1 pairs, significantly reducing the training time. LÄS MER