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05/30/2023
It begins with a boundary: A geometric view on probabilistically robust learning
Although deep neural networks have achieved super-human performance on m...
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04/28/2023
On the existence of solutions to adversarial training in multiclass classification
We study three models of the problem of adversarial training in multicla...
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04/27/2022
The Multimarginal Optimal Transport Formulation of Adversarial Multiclass Classification
We study a family of adversarial multiclass classification problems and ...
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11/16/2020