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Waleed Mustafa
Waleed Mustafa
在 rhrk.uni-kl.de 的电子邮件经过验证
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引用次数
引用次数
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sPCA: Scalable principal component analysis for big data on distributed platforms
T Elgamal, M Yabandeh, A Aboulnaga, W Mustafa, M Hefeeda
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
742015
The impact of personalisation on human-robot interaction in learning scenarios
N Churamani, P Anton, M Brügger, E Fließwasser, T Hummel, J Mayer, ...
Proceedings of the 5th international conference on human agent interaction …, 2017
572017
Norm-based generalisation bounds for deep multi-class convolutional neural networks
A Ledent, W Mustafa, Y Lei, M Kloft
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8279-8287, 2021
26*2021
Hey robot, why don't you talk to me?
HG Ng, P Anton, M Brügger, N Churamani, E Fließwasser, T Hummel, ...
2017 26th IEEE International Symposium on Robot and Human Interactive …, 2017
172017
On the generalization analysis of adversarial learning
W Mustafa, Y Lei, M Kloft
International Conference on Machine Learning, 16174-16196, 2022
152022
Input Hessian Regularization of Neural Networks
W Mustafa, RA Vandermeulen, M Kloft
Workshop on "Beyond first-order methods in ML systems" at the 37th …, 2020
92020
Microcalcification detection with and without CAD system (LIBCAD): A comparative study
NMA Razek, WA Yousef, WA Mustafa
The Egyptian Journal of Radiology and Nuclear Medicine 44 (2), 397-404, 2013
92013
Fine-grained Generalization Analysis of Structured Output Prediction
M Mustafa, Waleed and Lei, Yunwen and Ledent, Antoine and Kloft
Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021
8*2021
Method and system for image analysis to detect cancer
WA Yousef, AA Abouelkahire, D Almahallawi, OS Marzouk, SK Mohamed, ...
arXiv preprint arXiv:1908.10661, 2019
32019
On detecting abnormalities in digital mammography
WA Yousef, WA Mustafa, AA Ali, NA Abdelrazek, AM Farrag
2010 IEEE 39th Applied Imagery Pattern Recognition Workshop (AIPR), 1-7, 2010
32010
Microcalcification detection with and without prototype CAD system (LIBCAD): a comparative study
NA Razek, W Yousef, W Mustafa
European Congress of Radiology 2012, 2012
22012
Training a Machine Learning Model for representing Manufacturing Systems towards optimizing Resilience
A Mukherjee, P Ruediger-Flore, A Billimoria, D Chittari, W Mustafa, M Klar, ...
Procedia CIRP 120, 768-773, 2023
12023
Designing Resilient Manufacturing Systems using Cross Domain Application of Machine Learning Resilience
A Mukherjee, M Glatt, W Mustafa, M Kloft, JC Aurich
Procedia Cirp 115, 83-88, 2022
12022
Interpretable Tensor Fusion
S Varshneya, A Ledent, P Liznerski, A Balinskyy, P Mehta, W Mustafa, ...
arXiv preprint arXiv:2405.04671, 2024
2024
Ethics in Action: Training Reinforcement Learning Agents for Moral Decision-making In Text-based Adventure Games
W Li, R Devidze, W Mustafa, S Fellenz
International Conference on Artificial Intelligence and Statistics, 1954-1962, 2024
2024
Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks
W Mustafa, P Liznerski, A Ledent, D Wagner, P Wang, M Kloft
International Conference on Artificial Intelligence and Statistics, 4528-4536, 2024
2024
Non-vacuous PAC-Bayes bounds for Models under Adversarial Corruptions
W Mustafa, P Liznerski, D Wagner, P Wang, M Kloft
Workshop on "PAC-Bayes Meets Interactive Learning" at the 40th International …, 2023
2023
Nested Cavity Classifier: performance and remedy
WA Mustafa, WA Yousef
arXiv preprint arXiv:1906.09669, 2019
2019
Microcalcification detection with and without prototype CAD system (LIBCAD): a comparative study
NA Razek, W Yousef, W Mustafa
European Congress of Radiology 2012, 2012
2012
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