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07/20/2023
Sharpness Minimization Algorithms Do Not Only Minimize Sharpness To Achieve Better Generalization
Despite extensive studies, the underlying reason as to why overparameter...
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03/14/2023
Practically Solving LPN in High Noise Regimes Faster Using Neural Networks
We conduct a systematic study of solving the learning parity with noise ...
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11/29/2022
Residual Permutation Test for High-Dimensional Regression Coefficient Testing
We consider the problem of testing whether a single coefficient is equal...
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11/14/2022
Finding Skill Neurons in Pre-trained Transformer-based Language Models
Transformer-based pre-trained language models have demonstrated superior...
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11/10/2022
How Does Sharpness-Aware Minimization Minimize Sharpness?
Sharpness-Aware Minimization (SAM) is a highly effective regularization ...
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06/01/2022