FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation

curl -L -O http://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/BSR/BSR_bsds500.tgz

python create_mnistm.py 

python train.py -max_iter=15000 -lambda1_decay=1.05 -adv_loss='DANN' 

python train.py -max_iter=50000 -lambda1_decay=1.01 -adv_loss='MDD' 

python train.py -max_iter=30000 -lambda1_decay=1.02 -adv_loss='CDAN'

@misc{2110.08477,
Author = {Yan Shen and Jian Du and Hao Zhang and Benyu Zhang and Zhanghexuan Ji and Mingchen Gao},
Title = {FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation},
Year = {2021},
Eprint = {arXiv:2110.08477},
}