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Co-authored-by: Li Jiang <[email protected]>

flaml/default/greedy.py

@@ -12,7 +12,7 @@ def _augment(row):
 def construct_portfolio(regret_matrix, meta_features, regret_bound):
     """The portfolio construction algorithm.
 
-    See: `Mining Robust Default Configurations for Resource-constrained AutoML <https://arxiv.org/abs/2202.09927>`_.
+    Reference: [Mining Robust Default Configurations for Resource-constrained AutoML](https://arxiv.org/abs/2202.09927).
 
     Args:
         regret_matrix: A dataframe of regret matrix.