From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Random Label Prediction Heads for Studying Memorization in Deep Neural Networks
Marlon Becker, Jonas Konrad, Luis Garcia Rodriguez +1
The paper proposes adding random label prediction heads to deep networks to measure how much they memorize data at different layers, using this as a proxy for model capacity and to…
cs.LG2025
Momentum-SAM: Sharpness Aware Minimization without Computational Overhead
Marlon Becker, Frederick Altrock, Benjamin Risse
The recently proposed optimization algorithm for deep neural networks Sharpness Aware Minimization (SAM) suggests perturbing parameters before gradient calculation by a gradient as…