Maryam Badar

According to our database, Maryam Badar authored at least 9 papers between 2018 and 2024.

Collaborative distances:

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

2024

Fair-CMNB: Advancing Fairness-Aware Stream Learning with Naïve Bayes and Multi-Objective Optimization.

Maryam Badar, Marco Fisichella

Big Data Cogn. Comput., February, 2024

TrustFed: Navigating Trade-offs Between Performance, Fairness, and Privacy in Federated Learning.

Maryam Badar, Sandipan Sikdar, Wolfgang Nejdl, Marco Fisichella

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning.

Maryam Badar, Sandipan Sikdar, Wolfgang Nejdl, Marco Fisichella

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

FAC-fed: Federated adaptation for fairness and concept drift aware stream classification.

Maryam Badar, Wolfgang Nejdl, Marco Fisichella

Mach. Learn., 2023

A Review of the Role of Causality in Developing Trustworthy AI Systems.

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

CoRR, 2023

2022

Discrimination and Class Imbalance Aware Online Naive Bayes.

Maryam Badar, Marco Fisichella, Vasileios Iosifidis, Wolfgang Nejdl

CoRR, 2022

2020

Application of deep learning for retinal image analysis: A review.

Maryam Badar, Muhammad Haris, Anam Fatima

Comput. Sci. Rev., 2020

2018

Modeling Safest and Optimal Emergency Evacuation Plan for Large-Scale Pedestrians Environments.

Muhammad Haris, Imran Mahmood, Maryam Badar, Muhammad Saad Qaisar Alvi

Proceedings of the 2018 Winter Simulation Conference, 2018

Simultaneous Segmentation of Multiple Retinal Pathologies Using Fully Convolutional Deep Neural Network.

Maryam Badar, Muhammad Shahzad, M. M. Fraz

Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018