Publications

Harsh Vardhan, Avishek Ghosh, Arya Mazumdar (2024). An Improved Federated Clustering Algorithm with Model-based Clustering. TMLR 2024.

Srujan T Thomdapu, Harshvardhan, Ketan Rajawat (2023). Stochastic compositional gradient descent under compositional constraints. TSP.

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Xiaofan Yu, Lucy Cherkasova,, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing (2023). Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. IoTDI 2023.

Harsh Vardhan, Sebastian U. Stich (2022). Tackling benign nonconvexity with smoothing and stochastic gradients. OPT 2021.

Vikas Singh, Harshvardhan, Nishchal Verma, Yan Cui (2018). Optimal Feature Selection using Fuzzy Combination of Feature Subset for Transcriptome Data. In FUZZ-IEEE 2018.

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