Double-descent curves in neural networks: a new perspective using Gaussian processes. - Ouns El Harzli; Guillermo Valle Pérez; Ard A. Louis (CoRR, 2021)

Confronting Machine Learning With Financial Research. - Kristof Lommers; Ouns El Harzli; Jack Kim (CoRR, 2021)

Minimal Explanations for Neural Network Predictions. - Ouns El Harzli; Bernardo Cuenca Grau; Ian Horrocks 001 (CoRR, 2022)

Cardinality-Minimal Explanations for Monotonic Neural Networks. - Ouns El Harzli; Bernardo Cuenca Grau; Ian Horrocks 001 (IJCAI, 2023)

What's Wrong with Gradient-based Complex Query Answering? - Ouns El Harzli; Samy Badreddine; Tarek R. Besold (NeSy, 2023)

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

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