13 citations · 37 across the 4 of their papers we have counts for
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cs.LG2023★ 2 cited
Learning to Rank Normalized Entropy Curves with Differentiable Window Transformation
Hanyang Liu, Shuai Yang, Feng Qi +1
Recent automated machine learning systems often use learning curves ranking models to inform decisions about when to stop unpromising trials and identify better model configuration…
cs.LG2018★ 9 cited
Approximate Leave-One-Out for High-Dimensional Non-Differentiable Learning Problems
Shuaiwen Wang, Wenda Zhou, Arian Maleki +2
Consider the following class of learning schemes: \begin{equation} \label{eq:main-problem1} \hat{\boldsymbolβ} := \underset{\boldsymbolβ \in \mathcal{C}}{\arg\min} \;\sum_{j=1}^n \…