Waleed Mustafa

According to our database, Waleed Mustafa authored at least 14 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Continual Neural Topic Model.

Charu Karakkaparambil James, Waleed Mustafa, Marcio Monteiro, Marius Kloft, Sophie Fellenz

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

TORA: Train Once, Realign Anytime for Offline Multi-Objective Reinforcement Learning.

Weichen Li, Waleed Mustafa, Marcio Monteiro, Puyu Wang, Marius Kloft, Sophie Fellenz

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Continual Neural Topic Model.

Charu Karakkaparambil James, Waleed Mustafa, Marius Kloft, Sophie Fellenz

CoRR, August, 2025

2024

Generalization Bounds with Logarithmic Negative-Sample Dependence for Adversarial Contrastive Learning.

Naghmeh Ghanooni, Waleed Mustafa, Yunwen Lei, Anthony Widjaja Lin, Marius Kloft

Trans. Mach. Learn. Res., 2024

Interpretable Tensor Fusion.

Saurabh Varshneya, Antoine Ledent, Philipp Liznerski, Andriy Balinskyy, Purvanshi Mehta, Waleed Mustafa, Marius Kloft

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks.

Waleed Mustafa, Philipp Liznerski, Antoine Ledent, Dennis Wagner, Puyu Wang, Marius Kloft

Proceedings of the International Conference on Artificial Intelligence and Statistics, 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

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

On the Generalization Analysis of Adversarial Learning.

Waleed Mustafa, Yunwen Lei, Marius Kloft

Proceedings of the International Conference on Machine Learning, 2022

2021

Fine-grained Generalization Analysis of Structured Output Prediction.

Waleed Mustafa, Yunwen Lei, Antoine Ledent, Marius Kloft

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks.

Antoine Ledent, Waleed Mustafa, Yunwen Lei, Marius Kloft

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Input Hessian Regularization of Neural Networks.

Waleed Mustafa, Robert A. Vandermeulen, Marius Kloft

CoRR, 2020

2017

Hey robot, why don't you talk to me?

Hwei Geok Ng, Paul Anton, Marc Brügger, Nikhil Churamani, Erik Fließwasser, Thomas Hummel, Julius Mayer, Waleed Mustafa, Thi Linh Chi Nguyen, Quan Nguyen, Marcus Soll, Sebastian Springenberg, Sascha S. Griffiths, Stefan Heinrich, Nicolás Navarro-Guerrero, Erik Strahl, Johannes Twiefel, Cornelius Weber, Stefan Wermter

Proceedings of the 26th IEEE International Symposium on Robot and Human Interactive Communication, 2017

The Impact of Personalisation on Human-Robot Interaction in Learning Scenarios.

Nikhil Churamani, Paul Anton, Marc Brügger, Erik Fließwasser, Thomas Hummel, Julius Mayer, Waleed Mustafa, Hwei Geok Ng, Thi Linh Chi Nguyen, Quan Nguyen, Marcus Soll, Sebastian Springenberg, Sascha S. Griffiths, Stefan Heinrich, Nicolás Navarro-Guerrero, Erik Strahl, Johannes Twiefel, Cornelius Weber, Stefan Wermter

Proceedings of the 5th International Conference on Human Agent Interaction, 2017

2015

sPCA: Scalable Principal Component Analysis for Big Data on Distributed Platforms.

Tarek Elgamal, Maysam Yabandeh, Ashraf Aboulnaga, Waleed Mustafa, Mohamed Hefeeda

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015