El Harzli, Ouns

6 publications

ICLR 2025 Bayesian Treatment of the Spectrum of the Empirical Kernel in (Sub)Linear-Width Neural Networks Ouns El Harzli, Bernardo Cuenca Grau

NeurIPSW 2024 Adversarial Attacks as Near-Zero Eigenvalues in the Empirical Kernel of Neural Networks Ouns El Harzli, Bernardo Cuenca Grau

NeurIPSW 2024 Algorithmic Stability of Minimum-Norm Interpolating Deep Neural Networks Ouns El Harzli, Yoonsoo Nam, Ilja Kuzborskij, Bernardo Cuenca Grau, Ard A. Louis

NeurIPSW 2024 Bayesian Treatment of the Spectrum of the Empirical Kernel in (Sub)Linear-Width Neural Networks Ouns El Harzli, Bernardo Cuenca Grau

AAAI 2024 Double-Descent Curves in Neural Networks: A New Perspective Using Gaussian Processes Ouns El Harzli, Bernardo Cuenca Grau, Guillermo Valle Pérez, Ard A. Louis

IJCAI 2023 Cardinality-Minimal Explanations for Monotonic Neural Networks Ouns El Harzli, Bernardo Cuenca Grau, Ian Horrocks