Waleed Mustafa

PhD student, Universität Kaiserslautern

Joined

July 2022

Names

Waleed Mustafa (Preferred)

Emails

****@cs.uni-kl.de (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Universität Kaiserslautern (uni-kl.de)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Continual Neural Topic Model
Charu Karakkaparambil James, Waleed Mustafa, Marius Kloft, Sophie Fellenz
- WiML @ NeurIPS 2025
- Readers: Everyone
Spectral Dynamics of Contrastive Learning with Spurious Features
Naghmeh Ghanooni, Dennis Wagner, Waleed Mustafa, Anthony Widjaja Lin, Sophie Fellenz, Marius Kloft
- HiLD at ICML 2025 Poster
- Readers: Everyone
Mitigating Spurious Features in Contrastive Learning with Spectral Regularization
Naghmeh Ghanooni, Waleed Mustafa, Dennis Wagner, Sophie Fellenz, Anthony Widjaja Lin, Marius Kloft
- NeurIPS 2025 poster
- Readers: Everyone
Generalization Bounds with Logarithmic Negative-Sample Dependence for Adversarial Contrastive Learning
Naghmeh Ghanooni, Waleed Mustafa, Yunwen Lei, Anthony Widjaja Lin, Marius Kloft
- Accepted by TMLR
- Readers: Everyone
On the Generalization Analysis of Adversarial Learning
Waleed Mustafa, Yunwen Lei, Marius Kloft
- 2022 (modified: 16 Apr 2023)
- ICML 2022
- Readers: Everyone
Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks
Antoine Ledent, Waleed Mustafa, Yunwen Lei, Marius Kloft
- 2021 (modified: 13 Jun 2021)
- AAAI 2021
- Readers: Everyone
Fine-grained Generalization Analysis of Structured Output Prediction
Waleed Mustafa, Yunwen Lei, Antoine Ledent, Marius Kloft
- 2021 (modified: 07 Feb 2023)
- IJCAI 2021
- Readers: Everyone
Input Hessian Regularization of Neural Networks
Waleed Mustafa, Robert A. Vandermeulen, Marius Kloft
- 2020 (modified: 18 Apr 2023)
- CoRR 2020
- Readers: Everyone
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
- 2017 (modified: 03 Nov 2022)
- HAI 2017
- Readers: Everyone
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
- 2017 (modified: 03 Nov 2022)
- RO-MAN 2017
- Readers: Everyone

View all 11 publications

Co-Authors

View all 31 co-authors