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← Authors

Mingyue Ji

4 papers · 2022–2024 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🏆 Grand Slam

Conferences

AAAI (1) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Shiqiang Wang (4) Jiayi Wang (2) Rong-Rong Chen (2)

Keywords

convergence analysis (2) stochastic gradient descent (1) distributed learning (1) distributed optimization (1) client participation (1) federated averaging (1) local aggregation (1) federated learning (1) hierarchical sgd (1)

Papers

A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging ICLR 2024 A New Theoretical Perspective on Data Heterogeneity in Federated Optimization ICML 2024 A Unified Analysis of Federated Learning with Arbitrary Client Participation NIPS 2022 Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD AAAI 2022