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Update README.md
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hank9cao authored Apr 3, 2023
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Expand Up @@ -12,7 +12,7 @@ dsMTL currently includes three supervised and one unsupervised federated multi-t
| Name | Type | Task | Effect |
| --- | --- | --- | --- |
| `dsLasso` | ML | Classification/Regression | Train a Lasso model on the conbained cohorts |
| `dsLassoCov` | ML | Classification/Regression | Federated ML can capture the covariate effect |
| `dsLassoCov` | ML | Classification/Regression | Federated ML model that can capture the covariate effect |
| `dsMTL_L21` | MTL | Classification/Regression | Screen out unimportant features to all tasks |
| `dsMTL_trace` | MTL | Classification/Regression | Identify models represented in low-dimentional spcae |
| `dsMTL_net` | MTL | Classification/Regression | Incorporate task-relatedness described as a graph |
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