Gauri Joshi
The Open University(GB)
Publications by Year
Research Areas
Stochastic Gradient Optimization Techniques, Privacy-Preserving Technologies in Data, Cloud Computing and Resource Management, Distributed systems and fault tolerance, Cooperative Communication and Network Coding
Most-Cited Works
- → Advances and Open Problems in Federated Learning(2020)4,363 cited
- → Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization(2020)572 cited
- → Client Selection in Federated Learning: Convergence Analysis and\n Power-of-Choice Selection Strategies(2020)221 cited
- → On the Delay-Storage Trade-Off in Content Download from Coded Distributed Storage Systems(2014)188 cited
- → Cooperative SGD: A unified Framework for the Design and Analysis of Communication-Efficient SGD Algorithms(2018)176 cited
- → A Field Guide to Federated Optimization(2021)167 cited
- → Using Straggler Replication to Reduce Latency in Large-scale Parallel Computing(2015)131 cited
- → Adaptive Communication Strategies to Achieve the Best Error-Runtime\n Trade-off in Local-Update SGD(2018)119 cited
- → A Novel Framework for the Analysis and Design of Heterogeneous Federated Learning(2021)117 cited