An Efficient Learning Framework for Federated XGBoost Using Secret Sharing and Distributed Optimization
- Lunchen Xie
- Jiaqi Liu
- et al.
- 2022
- ACM TIST
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67 results for Songtao Lu
Optimal Discrete Constellation Inputs for Aggregated LiFi-WiFi Networks
- Shuai Ma
- Fan Zhang
- et al.
- 2022
- IEEE TWC
Achieving Channel Capacity of Visible Light Communication
- Shuai Ma
- Ruixin Yang
- et al.
- 2021
- IEEE Systems Journal
Linearized ADMM Converges to Second-Order Stationary Points for Non-Convex Problems
- Songtao Lu
- Jason Lee
- et al.
- 2021
- IEEE TSP
Spectrum Truncation Power Iteration for Agnostic Matrix Phase Retrieval
- Lewis Liu
- Songtao Lu
- et al.
- 2021
- IEEE TSP
Nonconvex Min-Max Optimization: Applications, Challenges, and Recent Theoretical Advances
- Meisam Razaviyayn
- Tianjian Huang
- et al.
- 2020
- IEEE SPM
Distributed Learning in the Nonconvex World: From batch data to streaming and beyond
- Tsung Hui Chang
- Mingyi Hong
- et al.
- 2020
- IEEE SPM