Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

Simulated Linear Regression

Benchmarks

Task NameDataset NameSOTA ResultTrend
Risk MinimizationSimulated Linear Regression N=10000, p=2000
Empirical Risk-0.647
10
Risk MinimizationSimulated Linear Regression N=10000, p=1000
Empirical Risk-0.633
10
Linear RegressionSimulated Linear Regression N=30000, p=2000 (test)
Empirical Risk-3.89
5
Linear RegressionSimulated Linear Regression N=30000, p=1000 (test)
Empirical Risk-5.71
5
Risk MinimizationSimulated Linear Regression N=30000, p=2000
Empirical Risk-0.66
5
Risk MinimizationSimulated Linear Regression (N=30000, p=1000)
Empirical Risk-0.65
5
Showing 6 of 6 rows