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Federated Composite Optimization


Nov 17, 2020
Honglin Yuan, Manzil Zaheer, Sashank Reddi

* 45 pages, 14 figures 

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Adaptive Federated Optimization


Feb 29, 2020
Sashank Reddi, Zachary Charles, Manzil Zaheer, Zachary Garrett, Keith Rush, Jakub Konečný, Sanjiv Kumar, H. Brendan McMahan


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Adaptive Sampling Distributed Stochastic Variance Reduced Gradient for Heterogeneous Distributed Datasets


Feb 20, 2020
Ilqar Ramazanli, Han Nguyen, Hai Pham, Sashank Reddi, Barnabas Poczos


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Learning to Learn by Zeroth-Order Oracle


Oct 21, 2019
Yangjun Ruan, Yuanhao Xiong, Sashank Reddi, Sanjiv Kumar, Cho-Jui Hsieh


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Large-scale randomized-coordinate descent methods with non-separable linear constraints


Jun 10, 2015
Sashank Reddi, Ahmed Hefny, Carlton Downey, Avinava Dubey, Suvrit Sra


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