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Decentralized Stochastic Bilevel Optimization on Heterogeneous Non-IID
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1
Convergence Rate (R/IT)
DSBO
0.95
0.975
1
1.025
Nov 19, 2023
Convergence Rate (R/IT)
Communication Cost per Convergence Unit (Cost/R)
Iterations (IT)
Communication Cost
Updated 8d ago
Evaluation Results
Method
Method
Links
Convergence Rate (R/IT)
Communication Cost per Convergence Unit (Cost/R)
Iterations (IT)
Communication Cost
DSBO
Heterogeneity=#c
2023.11
1
-
1
2
Gossip-DSBO
Heterogeneity=#d
2023.11
1
2
1
2
MA-DSBO
Heterogeneity=#e
2023.11
1
-
1
2
DSVRBGD-S
Heterogeneity=-
2023.11
1
-
1
3
DSVRBGD-A
Heterogeneity=-
2023.11
1
-
1
3
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