Workflow from Scientific Research

CC-BY
0
Views
0
Likes
Citation
We apply principled attribution methods to help rank the latent dimensions of autoencoder models and to interpret the biological meaning of the most important dimensions. Attributing the model’s reconstruction error to the latent dimensions quantifies the importance of each latent dimension. Attributing the output of each latent dimension to the input genes quantifies the contribution of each input gene to each learned pathway
#Workflow#Illustration#Attribution Methods#Latent Dimensions#Autoencoder Models#Biological Meaning#Reconstruction Error#Input Genes#Pathways
Related Plots
Browse by Category
Popular Collections
Related Tags
Discover More Scientific Plots
Browse thousands of high-quality scientific visualizations from open-access research