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Yan Scholten

Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning

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Oct 13, 2024
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A Probabilistic Perspective on Unlearning and Alignment for Large Language Models

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Oct 04, 2024
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(Provable) Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More

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Dec 05, 2023
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Hierarchical Randomized Smoothing

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Oct 24, 2023
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Assessing Robustness via Score-Based Adversarial Image Generation

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Oct 06, 2023
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Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness

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Aug 16, 2023
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Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks

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Jan 05, 2023
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