research
∙
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...
share
research
∙
10/06/2021
An Unconstrained Layer-Peeled Perspective on Neural Collapse
Neural collapse is a highly symmetric geometric pattern of neural networ...
research
∙
02/14/2021
Efficient Designs of SLOPE Penalty Sequences in Finite Dimension
In linear regression, SLOPE is a new convex analysis method that general...
research
∙
05/24/2019