Gauri Joshi

发表论文 71 篇 · 总被引 14988 次 · h-index 26

代表论文

• Advances and Open Problems in Federated Learning (2019 · Found. Trends Mach. Learn. · 被引 9266)
• Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization (2020 · Neural Information Processing Systems · 被引 2113)
• Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies (2020 · arXiv.org · 被引 562)
• MATCHA: Speeding Up Decentralized SGD via Matching Decomposition Sampling (2019 · International Conference on Intelligent Cloud Computing · 被引 184)
• Accelerating Deep Learning by Focusing on the Biggest Losers (2019 · arXiv.org · 被引 160)
• Multi-Armed Bandits With Correlated Arms (2019 · IEEE Transactions on Information Theory · 被引 66)