Hala Abdelkader

According to our database, Hala Abdelkader authored at least 6 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Towards Robust ML-enabled Software Systems: Detecting Out-of-Distribution data using Gini Coefficients.

Hala Abdelkader, Jean-Guy Schneider, Mohamed Abdelrazek, Priya Rani, Rajesh Vasa

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

ML-On-Rails: Safeguarding Machine Learning Models in Software Systems - A Case Study.

Hala Abdelkader, Mohamed Abdelrazek, Scott Barnett, Jean-Guy Schneider, Priya Rani, Rajesh Vasa

Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering, 2024

2023

MLGuard: Defend Your Machine Learning Model!

Sheng Wong, Scott Barnett, Jessica Rivera-Villicana, Anj Simmons, Hala Abdelkader, Jean-Guy Schneider, Rajesh Vasa

Proceedings of the 1st International Workshop on Dependability and Trustworthiness of Safety-Critical Systems with Machine Learned Components, 2023

2020

Towards Robust Production Machine Learning Systems: Managing Dataset Shift.

Hala Abdelkader

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

2019

SSDPose: A Single Shot Deep Pose Estimation and Analysis.

Ahmed Abobakr, Hala Abdelkader, Julie Iskander, Darius Nahavandi, Khaled Saleh, Mohammed Hassan Attia, Mohammed Hossny, Saeid Nahavandi

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

2018

RGB-D Fall Detection via Deep Residual Convolutional LSTM Networks.

Ahmed Abobakr, Mohammed Hossny, Hala Abdelkader, Saeid Nahavandi

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018