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08/21/2022
Combating Noisy-Labeled and Imbalanced Data by Two Stage Bi-Dimensional Sample Selection
Robust learning on noisy-labeled data has been an important task in real...
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10/06/2021
An Unconstrained Layer-Peeled Perspective on Neural Collapse
Neural collapse is a highly symmetric geometric pattern of neural networ...
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02/14/2021
Efficient Designs of SLOPE Penalty Sequences in Finite Dimension
In linear regression, SLOPE is a new convex analysis method that general...
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05/24/2019
