Humaira Kousar

According to our database, Humaira Kousar authored at least 4 papers between 2023 and 2026.

Collaborative distances:

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

2026

PruneFuse: Efficient Data Selection via Weight Pruning and Network Fusion.

Humaira Kousar, Hasnain Irshad Bhatti, Jaekyun Moon

Trans. Mach. Learn. Res., 2026

2025

Pruning-based Data Selection and Network Fusion for Efficient Deep Learning.

Humaira Kousar, Hasnain Irshad Bhatti, Jaekyun Moon

CoRR, January, 2025

2023

EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning.

Mohammad Mahdi Rahimi, Hasnain Irshad Bhatti, Younghyun Park, Humaira Kousar, Jaekyun Moon

CoRR, 2023

EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning.

Mohammad Mahdi Rahimi, Hasnain Irshad Bhatti, Younghyun Park, Humaira Kousar, Do-Yeon Kim, Jaekyun Moon

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023