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Model Sparsification Can Simplify Machine Unlearning


Apr 14, 2023
Jinghan Jia, Jiancheng Liu, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu

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What Is Missing in IRM Training and Evaluation? Challenges and Solutions


Mar 04, 2023
Yihua Zhang, Pranay Sharma, Parikshit Ram, Mingyi Hong, Kush Varshney, Sijia Liu

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* Accepted to Eleventh International Conference on Learning Representations (ICLR 2023) 

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Federated Minimax Optimization with Client Heterogeneity


Feb 09, 2023
Pranay Sharma, Rohan Panda, Gauri Joshi

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* 52 pages, 8 figures 

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On the Convergence of Federated Averaging with Cyclic Client Participation


Feb 06, 2023
Yae Jee Cho, Pranay Sharma, Gauri Joshi, Zheng Xu, Satyen Kale, Tong Zhang

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FedVARP: Tackling the Variance Due to Partial Client Participation in Federated Learning


Jul 28, 2022
Divyansh Jhunjhunwala, Pranay Sharma, Aushim Nagarkatti, Gauri Joshi

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* Accepted to UAI 2022 

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Federated Reinforcement Learning: Linear Speedup Under Markovian Sampling


Jun 21, 2022
Sajad Khodadadian, Pranay Sharma, Gauri Joshi, Siva Theja Maguluri

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* 69 pages, 1 figure, accepted to ICML 2022 for long presentation 

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Distributed Estimation in Large Scale Wireless Sensor Networks via a Two Step Group-based Approach


Mar 17, 2022
Shan Zhang, Pranay Sharma, Baocheng Geng, Pramod K. Varshney

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Federated Minimax Optimization: Improved Convergence Analyses and Algorithms


Mar 09, 2022
Pranay Sharma, Rohan Panda, Gauri Joshi, Pramod K. Varshney

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* 52 pages, 4 figures 

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