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CG25

Non-Singularity of the Gradient Descent Map for Neural Networks With Piecewise Analytic Activations

NeurIPS 2025

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EFG+25

Theoretical Foundations of Representation Learning Using Unlabeled Data: Statistics and Optimization

Preprint (Sep. 2025)

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GSG+25

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

Transactions on Machine Learning Research. Jun. 2025

#p-ghoshdastidar #p-guennemann
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