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01/31/2023
Preserving local densities in low-dimensional embeddings
Low-dimensional embeddings and visualizations are an indispensable tool ...
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11/22/2021
Plant 'n' Seek: Can You Find the Winning Ticket?
The lottery ticket hypothesis has sparked the rapid development of pruni...
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10/26/2021
Estimating Mutual Information via Geodesic kNN
Estimating mutual information (MI) between two continuous random variabl...
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10/21/2021
Towards strong pruning for lottery tickets with non-zero biases
The strong lottery ticket hypothesis holds the promise that pruning rand...
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10/18/2021
Label-Descriptive Patterns and their Application to Characterizing Classification Errors
State-of-the-art deep learning methods achieve human-like performance on...
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03/02/2021