Waleed Mustafa

According to our database, Waleed Mustafa authored at least 9 papers between 2015 and 2024.

Collaborative distances:

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

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