Simulated datasets
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Group Lasso Regularization | Simulated datasets m=1000, n=1000 | Runtime (s) Median0.0281 | 15 | |
| Group Lasso Regularization | Simulated datasets n=500, m=500 | Median Runtime (s)0.0127 | 15 | |
| Survival Analysis | Simulated datasets | Avg Brier (Type 1)2.32 | 6 | |
| Survival Analysis | Simulated datasets n=5,000, Shut Down Date: 2020-01-01 | Avg Brier Score (Failure Type 1)5.6 | 3 | |
| Survival Analysis | Simulated datasets n=10,000 2018-01-01 | Avg Brier Score (Type 1)1.87 | 3 | |
| Sequential Decision Making | 50 simulated datasets (T=20) | Mean Regret3.54 | 2 | |
| Sequential Decision Making | 50 simulated datasets T=10 | Mean Regret0.697 | 2 | |
| Sequential Decision Making | 50 simulated datasets T=2 | Mean Regret0.0791 | 2 |
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