SAE Bounce Plot

Creator
Creator
Seonglae Cho
Created
Created
2025 Feb 3 13:4
Editor
Edited
Edited
2025 Feb 3 13:4
Refs
Refs
When comparing MSE and Total Information while increasing the Dictionary size, a bounce point appears in the graph at the correct number of features. This suggests that we have found the most appropriate factorization without excessively splitting or merging features. It is used as a tool to visually confirm that the "simplest decomposition" on the Pareto frontier becomes the optimal solution.
 
 
 
 
 
 
 

Recommendations