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--- ml:hyperparameter_tuning [2023/06/15 07:36] – external edit 127.0.0.1
+++ ml:hyperparameter_tuning [2025/03/06 10:20] (current) – [Overviews] jmflanig
@@ Line 4: / Line 4: @@
 ===== Overviews =====
   * [[https://en.wikipedia.org/wiki/Hyperparameter_optimization|Wikipedia - Hyperparameter Optimization]]
+  * [[https://arxiv.org/pdf/2007.15745|Yang & Shami 2020 - On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice]]
 ===== Papers =====
@@ Line 25: / Line 26: @@
   * [[nlp:Experimental Method]]
   * [[ml:optimizers#Gradient-Free Optimizers]]
+  * [[Scaling Laws]]