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Waleed Mustafa
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2020 – today
- 2024
- [c9]Weichen Li, Rati Devidze, Waleed Mustafa, Sophie Fellenz:
Ethics in Action: Training Reinforcement Learning Agents for Moral Decision-making In Text-based Adventure Games. AISTATS 2024: 1954-1962 - [c8]Waleed Mustafa, Philipp Liznerski, Antoine Ledent, Dennis Wagner, Puyu Wang, Marius Kloft:
Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks. AISTATS 2024: 4528-4536 - [c7]Saurabh Varshneya, Antoine Ledent, Philipp Liznerski, Andriy Balinskyy, Purvanshi Mehta, Waleed Mustafa, Marius Kloft:
Interpretable Tensor Fusion. IJCAI 2024: 5037-5045 - [i3]Saurabh Varshneya, Antoine Ledent, Philipp Liznerski, Andriy Balinskyy, Purvanshi Mehta, Waleed Mustafa, Marius Kloft:
Interpretable Tensor Fusion. CoRR abs/2405.04671 (2024) - 2022
- [c6]Waleed Mustafa, Yunwen Lei, Marius Kloft:
On the Generalization Analysis of Adversarial Learning. ICML 2022: 16174-16196 - 2021
- [c5]Antoine Ledent, Waleed Mustafa, Yunwen Lei
, Marius Kloft:
Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks. AAAI 2021: 8279-8287 - [c4]Waleed Mustafa, Yunwen Lei
Fine-grained Generalization Analysis of Structured Output Prediction. IJCAI 2021: 2841-2847 - [i2]Waleed Mustafa, Yunwen Lei, Antoine Ledent, Marius Kloft:
Fine-grained Generalization Analysis of Structured Output Prediction. CoRR abs/2106.00115 (2021) - 2020
- [i1]Waleed Mustafa, Robert A. Vandermeulen, Marius Kloft:
Input Hessian Regularization of Neural Networks. CoRR abs/2009.06571 (2020)
2010 – 2019
- 2017
- [c3]Nikhil Churamani
The Impact of Personalisation on Human-Robot Interaction in Learning Scenarios. HAI 2017: 171-180 - [c2]Hwei Geok Ng, Paul Anton, Marc Brügger, Nikhil Churamani
Hey robot, why don't you talk to me? RO-MAN 2017: 728-731 - 2015
- [c1]Tarek Elgamal, Maysam Yabandeh, Ashraf Aboulnaga
sPCA: Scalable Principal Component Analysis for Big Data on Distributed Platforms. SIGMOD Conference 2015: 79-91
Coauthor Index
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