Byzantine-Robust Decentralized Federated Learning
Minghong Fang, Zifan Zhang, et al.
CCS 2024
We show that the standard linear programming relaxation for the tree augmentation problem in undirected graphs has an integrality ratio that approaches frac(3, 2). This refutes a conjecture of Cheriyan, Jordán, and Ravi [J. Cheriyan, T. Jordán, R. Ravi, On 2-coverings and 2-packings of laminar families, in: Proceedings, European Symposium on Algorithms, 1999, pp. 510-520. A longer version is on the web: http://www.math.uwaterloo.ca/jcheriyan/publications.html] that the integrality ratio is frac(4, 3). Crown Copyright © 2008.
Minghong Fang, Zifan Zhang, et al.
CCS 2024
Ruixiong Tian, Zhe Xiang, et al.
Qinghua Daxue Xuebao/Journal of Tsinghua University
David W. Jacobs, Daphna Weinshall, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence
Da-Ke He, Ashish Jagmohan, et al.
ISIT 2007