Sökning: "Liang Cheng"

Hittade 1 uppsats innehållade orden Liang Cheng.

1. 1. Autoencoder-Based Likelihood-Free Parameter Inference of Gene Regulatory Network

   Master-uppsats, Uppsala universitet/Institutionen för informationsteknologi

   Författare :Liang Cheng; [2023]
   Nyckelord :;

   Sammanfattning : Likelihood-free parameter inference is a well-known statistical methodology that estimates the posterior distribution of model parameters even in cases where the likelihood function is intractable. The performance of this method is highly correlated with the learning of summary statistics, which capture the key features from the high dimensional data such as time series. LÄS MER