Mustafa, Waleed

8 publications

NeurIPS 2025 Mitigating Spurious Features in Contrastive Learning with Spectral Regularization Naghmeh Ghanooni, Waleed Mustafa, Dennis Wagner, Sophie Fellenz, Anthony Widjaja Lin, Marius Kloft

AISTATS 2024 Ethics in Action: Training Reinforcement Learning Agents for Moral Decision-Making in Text-Based Adventure Games Weichen Li, Rati Devidze, Waleed Mustafa, Sophie Fellenz

TMLR 2024 Generalization Bounds with Logarithmic Negative-Sample Dependence for Adversarial Contrastive Learning Naghmeh Ghanooni, Waleed Mustafa, Yunwen Lei, Anthony Widjaja Lin, Marius Kloft

IJCAI 2024 Interpretable Tensor Fusion Saurabh Varshneya, Antoine Ledent, Philipp Liznerski, Andriy Balinskyy, Purvanshi Mehta, Waleed Mustafa, Marius Kloft

AISTATS 2024 Non-Vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks Waleed Mustafa, Philipp Liznerski, Antoine Ledent, Dennis Wagner, Puyu Wang, Marius Kloft

ICML 2022 On the Generalization Analysis of Adversarial Learning Waleed Mustafa, Yunwen Lei, Marius Kloft

IJCAI 2021 Fine-Grained Generalization Analysis of Structured Output Prediction Waleed Mustafa, Yunwen Lei, Antoine Ledent, Marius Kloft

AAAI 2021 Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks Antoine Ledent, Waleed Mustafa, Yunwen Lei, Marius Kloft