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Optimization Convergence Analysis on m-PL Strongly Convex Optimization
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Convergence Gap (f(x) - f*)
RCD
0.95
0.975
1
1.025
Apr 2, 2026
Convergence Gap (f(x) - f*)
Expected Duality Gap (E[μ] - E*)
Updated 16d ago
Evaluation Results
Method
Method
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Convergence Gap (f(x) - f*)
Expected Duality Gap (E[μ] - E*)
RCD
Geometry=Euclidean
2026.04
1
-
RCP
Geometry=Euclidean
2026.04
1
-
RWCD
Geometry=Wasserstein
2026.04
-
1
RWCP
Geometry=Wasserstein
2026.04
-
1
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