Towards Communication-efficient Vertical Federated Learning Training via Cache-enabled Local Update

von Fu, Fangcheng
Veröffentlicht in International Conference on Very Large Data Bases (48. : 2022 : Sydney; Online) 48th International Conference on Very Large Data Bases (VLDB 2022) ; Part 4 of 6 (2023)

DON'T WASTE YOUR BITS! SQUEEZE ACTIVATIONS AND GRADIENTS FORDEEP NEURAL NETWORKS VIA TINYSCRIPT

von Fu, Fangcheng
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 5 of 15 (2021)

VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely?

von Jiang, Jiawei
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 3 of 50 (2023)