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06/06/2023
Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage
We investigate the role of projection heads, also known as projectors, w...
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05/18/2023
Conformalized matrix completion
Matrix completion aims to estimate missing entries in a data matrix, usi...
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11/02/2022
Conformalized survival analysis with adaptive cutoffs
This paper introduces a method that constructs valid and efficient lower...
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10/13/2020
Neural Gaussian Mirror for Controlled Feature Selection in Neural Networks
Deep neural networks (DNNs) have become increasingly popular and achieve...
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07/21/2020