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Benchmarks
Bayesian Logistic Regression on MNIST d = 785
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1,053.455
Max ESS
FisherMALA
-6.70124
268.53163
543.7645
818.99737
May 23, 2023
Max ESS
Median ESS
Min ESS
Updated 4d ago
Evaluation Results
Method
Method
Links
Max ESS
Median ESS
Min ESS
FisherMALA
simulations=10
2023.05
1,053.455
811.522
439.58
HMC
simulations=10
2023.05
889.386
303.345
114.439
AdaMALA
simulations=10
2023.05
62.301
8.188
2.985
mMALA
simulations=10
2023.05
51.589
20.222
5.24
MALA
simulations=10
2023.05
34.074
7.589
2.944
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