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Gauri Joshi | Researchclopedia

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Gauri Joshi

The Open University ORCID

152

Works

7,819

Citations

28

h-index

48

i10-index

Research Topics

Stochastic Gradient Optimization Techniques Privacy-Preserving Technologies in Data Cloud Computing and Resource Management

Affiliations

University of Wisconsin–Madison2013–2013

The Open University2026–2026

IIT@MIT2012–2015

Bellbrook Labs (United States)2013–2013

Panjab University2021–2021

Top Works

Advances and Open Problems in Federated Learning

Peter Kairouz,H. Brendan McMahan,et al.

20204,383 citations

Distributed systems and fault tolerance

Cooperative Communication and Network Coding

Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization

Jianyu Wang,Qinghua Liu,et al.

2020572 citations

Client Selection in Federated Learning: Convergence Analysis and\n Power-of-Choice Selection Strategies

Yae Jee Cho,Jianyu Wang,et al.

2020221 citations

On the Delay-Storage Trade-Off in Content Download from Coded Distributed Storage Systems

Gauri Joshi,Yanpei Liu,et al.

2014188 citations

Cooperative SGD: A unified Framework for the Design and Analysis of Communication-Efficient SGD Algorithms

Jianyu Wang,Gauri Joshi

2018176 citations

A Field Guide to Federated Optimization

Jianyu Wang,Zachary Charles,et al.

2021167 citations

Cooperative SGD: A unified Framework for the Design and Analysis of\n Communication-Efficient SGD Algorithms

Jianyu Wang,Gauri Joshi

2018144 citations

Using Straggler Replication to Reduce Latency in Large-scale Parallel Computing

Da Wang,Gauri Joshi,et al.

2015131 citations

Adaptive Communication Strategies to Achieve the Best Error-Runtime\n Trade-off in Local-Update SGD

Jianyu Wang,Gauri Joshi

2018119 citations