A new topological landscape profile representation lets researchers visualize high-dimensional neural network loss landscapes and reveals that simpler topology correlates with better model performance.
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Visualizing Loss Functions as Topological Landscape Profiles
A new topological landscape profile representation lets researchers visualize high-dimensional neural network loss landscapes and reveals that simpler topology correlates with better model performance.