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.
SAE Bounce Plot
Creator
Creator
Seonglae ChoCreated
Created
2025 Feb 3 13:4Editor
Editor
Seonglae ChoEdited
Edited
2025 Feb 3 13:4Refs
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