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Benchmarks
Risk Minimization on Simulated Linear Regression N=30000, p=2000
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-0.66
Empirical Risk
RSPG
-0.8616
0.4992
1.86
3.2208
Feb 9, 2018
Empirical Risk
Expected Risk
Computation Time
Updated 19d ago
Evaluation Results
Method
Method
Links
Empirical Risk
Expected Risk
Computation Time
RSPG
lambda=10^-2
2018.02
-0.66
-0.66
125
SGD
lambda=10^-2, mini-bat...
2018.02
-0.436
-0.435
250
SGD
lambda=10^-2, mini-bat...
2018.02
0.875
0.875
112
SGD
lambda=10^-2, mini-bat...
2018.02
3.19
3.19
100
SGD
lambda=10^-2, mini-bat...
2018.02
4.38
4.38
675
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