Over-the-air Clustered Wireless Federated Learning. - Ayush Madhan-Sohini; Divin Dominic; Nazreen Shah; Ranjitha Prasad (GLOBECOM (Workshops), 2023)

Continual Federated Learning with Aggregated Gradients. - Satish Kumar Keshri; Nazreen Shah; Ranjitha Prasad (COMAD/CODS (December), 2024)

Federated Probabilistic Representation Learning using Information Geometric Approach. - Nazreen Shah; Ranjitha Prasad (COMAD/CODS (December), 2024)

Importance Sampling Based Federated Unsupervised Representation Learning. - Nazreen Shah; Prachi Goyal; Ranjitha Prasad (ICASSP, 2024)

On the Convergence of Continual Federated Learning Using Incrementally Aggregated Gradients. - Satish Kumar Keshri; Nazreen Shah; Ranjitha Prasad (AISTATS, 2025)

Robust Over-The-Air Federated Learning In Heterogeneous Networks. - Zubair Shaban; Nazreen Shah; Ranjitha Prasad (ICASSP, 2025)

Noise Resilient Over-The-Air Federated Learning In Heterogeneous Wireless Networks. - Zubair Shaban; Nazreen Shah; Ranjitha Prasad (CoRR, 2025)