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07/05/2023
Kernels, Data Physics
Lecture notes from the course given by Professor Julia Kempe at the summ...
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04/19/2023
Wavelets Beat Monkeys at Adversarial Robustness
Research on improving the robustness of neural networks to adversarial n...
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10/11/2022
What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness?
The adversarial vulnerability of neural nets, and subsequent techniques ...
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10/05/2022
ImpressLearn: Continual Learning via Combined Task Impressions
This work proposes a new method to sequentially train a deep neural netw...
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07/24/2022
Can we achieve robustness from data alone?
Adversarial training and its variants have come to be the prevailing met...
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07/05/2021