Arya Singh

According to our database, Arya Singh authored at least 3 papers between 2023 and 2024.

Collaborative distances:

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

2024

Adaptive Self-Distillation for Minimizing Client Drift in Heterogeneous Federated Learning.

M. Yashwanth, Gaurav Kumar Nayak, Arya Singh, Yogesh Simmhan, Anirban Chakraborty

Trans. Mach. Learn. Res., 2024

Minimizing Layerwise Activation Norm Improves Generalization in Federated Learning.

M. Yashwanth, Gaurav Kumar Nayak, Harsh Rangwani, Arya Singh, R. Venkatesh Babu, Anirban Chakraborty

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Federated Learning on Heterogeneous Data via Adaptive Self-Distillation.

M. Yashwanth, Gaurav Kumar Nayak, Arya Singh, Yogesh Singh, Anirban Chakraborty

CoRR, 2023