Waleed Mustafa

16 papers A* 5A 2B 2Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2026 — conf
Continual Neural Topic Model.
EACL (Volume 1: Long Papers)
Charu Karakkaparambil James, Waleed Mustafa, Marcio Monteiro, Marius Kloft, Sophie Fellenz
2026 A* conf
TORA: Train Once, Realign Anytime for Offline Multi-Objective Reinforcement Learning.
AAAI
Weichen Li, Waleed Mustafa, Marcio Monteiro, Puyu Wang, Marius Kloft, Sophie Fellenz
2025 J jnl
Continual Neural Topic Model.
CoRR
Charu Karakkaparambil James, Waleed Mustafa, Marius Kloft, Sophie Fellenz
2024 A conf
Ethics in Action: Training Reinforcement Learning Agents for Moral Decision-making In Text-based Adventure Games.
AISTATS
Weichen Li, Rati Devidze, Waleed Mustafa, Sophie Fellenz
2024 J jnl
Generalization Bounds with Logarithmic Negative-Sample Dependence for Adversarial Contrastive Learning.
Trans. Mach. Learn. Res.
Naghmeh Ghanooni, Waleed Mustafa, Yunwen Lei, Anthony Widjaja Lin, Marius Kloft
2024 A* conf
Interpretable Tensor Fusion.
IJCAI
Saurabh Varshneya, Antoine Ledent, Philipp Liznerski, Andriy Balinskyy, Purvanshi Mehta, Waleed Mustafa, Marius Kloft
2024 J jnl
Interpretable Tensor Fusion.
CoRR
Saurabh Varshneya, Antoine Ledent, Philipp Liznerski, Andriy Balinskyy, Purvanshi Mehta, Waleed Mustafa, Marius Kloft
2024 A conf
Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks.
AISTATS
Waleed Mustafa, Philipp Liznerski, Antoine Ledent, Dennis Wagner, Puyu Wang, Marius Kloft
2022 A* conf
On the Generalization Analysis of Adversarial Learning.
ICML
Waleed Mustafa, Yunwen Lei, Marius Kloft
2021 A* conf
Fine-grained Generalization Analysis of Structured Output Prediction.
IJCAI
Waleed Mustafa, Yunwen Lei, Antoine Ledent, Marius Kloft
2021 J jnl
Fine-grained Generalization Analysis of Structured Output Prediction.
CoRR
Waleed Mustafa, Yunwen Lei, Antoine Ledent, Marius Kloft
2021 A* conf
Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks.
AAAI
Antoine Ledent, Waleed Mustafa, Yunwen Lei, Marius Kloft
2020 J jnl
Input Hessian Regularization of Neural Networks.
CoRR
Waleed Mustafa, Robert A. Vandermeulen, Marius Kloft
2017 B conf
Hey robot, why don't you talk to me?
RO-MAN
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 B conf
The Impact of Personalisation on Human-Robot Interaction in Learning Scenarios.
HAI
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
2015 — conf
sPCA: Scalable Principal Component Analysis for Big Data on Distributed Platforms.
SIGMOD Conference
Tarek Elgamal, Maysam Yabandeh, Ashraf Aboulnaga, Waleed Mustafa, Mohamed Hefeeda