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 | 74 | 2015 |
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 | 56 | 2017 |
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 |
On the generalization analysis of adversarial learning W Mustafa, Y Lei, M Kloft International Conference on Machine Learning, 16174-16196, 2022 | 17 | 2022 |
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 | 17 | 2017 |
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 | 9 | 2020 |
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 | 9 | 2013 |
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 | 3 | 2019 |
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 | 3 | 2010 |
Microcalcification detection with and without prototype CAD system (LIBCAD): a comparative study NA Razek, W Yousef, W Mustafa European Congress of Radiology 2012, 2012 | 2 | 2012 |
Interpretable Tensor Fusion S Varshneya, A Ledent, P Liznerski, A Balinskyy, P Mehta, W Mustafa, ... arXiv preprint arXiv:2405.04671, 2024 | 1 | 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 | 1 | 2024 |
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 | 1 | 2023 |
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 | 1 | 2022 |
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 |