Research interests
Natural language processing, fairness, and medical imaging.
Publications
- Fairness-Aware Structured Pruning in Transformers.
- A. Zayed, Goncalo Mordido, Samira Shabanian, Ioana Baldini, Sarath Chandar
- The thirty-eighth Association for the Advancement of Artificial Intelligence (AAAI 2024).
- [arXiv] [slides] [video]
- Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness.
- A. Zayed, Prasanna Parthasarathi, Goncalo Mordido, Hamid Palangi, Samira Shabanian, Sarath Chandar
- The thirty-seventh Association for the Advancement of Artificial Intelligence (AAAI 2023).
- [arXiv] [slides] [video]
- Ultrasound Elastography using Machine Learning.
- A. Zayed
- Master's Thesis, 2020.
- [Link]
- Fast Strain Estimation and Frame Selection in Ultrasound Elastography using Machine Learning.
- A. Zayed and H. Rivaz.
- IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control (TUFFC), 2020.
- [Link] [code]
- Automatic Frame Selection using CNN in Ultrasound Elastography.
- A. Zayed, G. Cloutier and H. Rivaz
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), 2020.
- [arXiv]
- Rapid Quantification of White Matter Disconnection in the Human Brain.
- A. Zayed, Y. Iturria-Medina, A. Villringer, B. Sehm and C. Steele
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), 2020.
- [arXiv]
- Automatic Frame Selection Using MLP Neural Network in Ultrasound Elastography.
- A. Zayed and H. Rivaz.
- International Conference on Image Analysis and Recognition (ICIAR), 2019.
- [arXiv]
- Fast approximate time-delay estimation in ultrasound elastography using principal component analysis.
- A. Zayed and H. Rivaz.
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), 2019.
- [arXiv]