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20142023
most citedEfficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates

74 citations · 109 across the 4 of their papers we have counts for

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math.OC2023

Contextual Optimizer through Neighborhood Estimation for prescriptive analysis

Xiao Jin, Yichi Shen, Loo Hay Lee +1

We address the challenges posed by heteroscedastic noise in contextual decision-making. We propose a consistent Shrinking Neighborhood Estimation (SNE) technique that successfully…