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Logistic Regression on Synthetic d-dimensional Data (Empirical Risk)
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57.96
Empirical Risk (d=6)
PPI-GD
57.8608
58.5304
59.2
59.8696
Jun 18, 2026
Empirical Risk (d=6)
Empirical Risk (d=9)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Empirical Risk (d=6)
Empirical Risk (d=9)
PPI-GD
Time limit=2 seconds
2026.06
57.96
55.71
SGD
Time limit=2 seconds
2026.06
58.13
55.33
SVRG
Time limit=2 seconds
2026.06
58.35
55.97
MSGD
Time limit=2 seconds
2026.06
58.42
56.08
MSVRG
Time limit=2 seconds
2026.06
58.66
56.59
LPI-GD
Time limit=2 seconds
2026.06
59.56
64.09
GD
Time limit=2 seconds
2026.06
60.44
59.48
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