A New Theoretical Perspective on Data Heterogeneity in Federated Averaging
- Jiayi Wang
- Shiqiang Wang
- et al.
- 2024
- ICML 2024
Conference paper
Publications
6 results for Mingyue Ji
Federated Learning with Flexible Control
- Shiqiang Wang
- Jake Perazzone
- et al.
- 2023
- INFOCOM 2023
Conference paperA Unified Analysis of Federated Learning with Arbitrary Client Participation
- Shiqiang Wang
- Mingyue Ji
- 2022
- NeurIPS 2022
Conference paperDemystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD
- Jiayi Wang
- Shiqiang Wang
- et al.
- 2022
- AAAI 2022
Conference paperCommunication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization
- Jake Perazzone
- Shiqiang Wang
- et al.
- 2022
- INFOCOM 2022
Conference paperEfficient algorithms for coded multicasting in heterogeneous caching networks
- Giuseppe Vettigli
- Mingyue Ji
- et al.
- 2019
- Entropy
Paper