ICLR "provable guarantees" Papers

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Learning Neural Networks with Distribution Shift: Efficiently Certifiable Guarantees

Gautam Chandrasekaran, Adam Klivans, Lin Lin Lee et al.

ICLR 2025posterarXiv:2502.16021
1
citations

Provable unlearning in topic modeling and downstream tasks

Stanley Wei, Sadhika Malladi, Sanjeev Arora et al.

ICLR 2025posterarXiv:2411.12600

Provably Safeguarding a Classifier from OOD and Adversarial Samples

Nicolas Atienza, Johanne Cohen, Christophe Labreuche et al.

ICLR 2025posterarXiv:2501.10202