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Mahalakshmi Sabanayagam

Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks

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Jul 15, 2024
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Fast Adaptive Test-Time Defense with Robust Features

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Jul 21, 2023
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Kernels, Data & Physics

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Jul 05, 2023
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Unveiling the Hessian's Connection to the Decision Boundary

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Jun 12, 2023
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Improved Representation Learning Through Tensorized Autoencoders

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Dec 02, 2022
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Representation Power of Graph Convolutions : Neural Tangent Kernel Analysis

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Oct 18, 2022
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New Insights into Graph Convolutional Networks using Neural Tangent Kernels

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Oct 08, 2021
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Graphon based Clustering and Testing of Networks: Algorithms and Theory

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Oct 06, 2021
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