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Linear Regression on Simulated Linear Regression N=30000, p=1000 (test)
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-5.71
Empirical Risk
SGD
-5.93396
-4.42223
-2.9105
-1.39877
Feb 9, 2018
Empirical Risk
Expected Risk
Updated 19d ago
Evaluation Results
Method
Method
Links
Empirical Risk
Expected Risk
SGD
Mini-batch size=30, la...
2018.02
-5.71
-5.6
SGD
Mini-batch size=50, la...
2018.02
-3.98
-3.88
RSPG
lambda=10−3, Time=78.3
2018.02
-0.692
-0.691
SGD
Mini-batch size=1, lam...
2018.02
-0.365
-0.362
SGD
Mini-batch size=10, la...
2018.02
-0.111
-0.11
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