17 citations · 37 across the 3 of their papers we have counts for
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cs.NE2021★ 15 cited
OptABC: an Optimal Hyperparameter Tuning Approach for Machine Learning Algorithms
Leila Zahedi, Farid Ghareh Mohammadi, M. Hadi Amini
Hyperparameter tuning in machine learning algorithms is a computationally challenging task due to the large-scale nature of the problem. In order to develop an efficient strategy f…
cs.LG2021★ 17 cited
A Survey on Optimal Transport for Machine Learning: Theory and Applications
Luis Caicedo Torres, Luiz Manella Pereira, M. Hadi Amini
Optimal Transport (OT) theory has seen an increasing amount of attention from the computer science community due to its potency and relevance in modeling and machine learning. It i…