Maryam Badar

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Top Venues

Comput. Sci. Rev.

Publications

Maryam Badar, Marco Fisichella
Fair-CMNB: Advancing Fairness-Aware Stream Learning with Naïve Bayes and Multi-Objective Optimization. Big Data Cogn. Comput. 8 (2) (2024)
Maryam Badar, Sandipan Sikdar, Wolfgang Nejdl, Marco Fisichella
FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning. AAAI (2024)
Maryam Badar, Wolfgang Nejdl, Marco Fisichella
FAC-fed: Federated adaptation for fairness and concept drift aware stream classification. Mach. Learn. 112 (8) (2023)
Niloy Ganguly, Dren Fazlija, Maryam Badar, Marco Fisichella, Sandipan Sikdar, Johanna Schrader, Jonas Wallat, Koustav Rudra, Manolis Koubarakis, Gourab K. Patro, Wadhah Zai El Amri, Wolfgang Nejdl
A Review of the Role of Causality in Developing Trustworthy AI Systems. CoRR (2023)
Maryam Badar, Marco Fisichella, Vasileios Iosifidis, Wolfgang Nejdl
Discrimination and Class Imbalance Aware Online Naive Bayes. CoRR (2022)
Maryam Badar, Muhammad Haris, Anam Fatima
Application of deep learning for retinal image analysis: A review. Comput. Sci. Rev. 35 (2020)
Muhammad Haris, Imran Mahmood, Maryam Badar, Muhammad Saad Qaisar Alvi
Modeling Safest and Optimal Emergency Evacuation Plan for Large-Scale Pedestrians Environments. WSC (2018)
Maryam Badar, Muhammad Shahzad, M. M. Fraz
Simultaneous Segmentation of Multiple Retinal Pathologies Using Fully Convolutional Deep Neural Network. MIUA (2018)