43 citations · 84 across the 4 of their papers we have counts for
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cs.LG2020★ 43 cited
Neural Architecture Search without Training
Joseph Mellor, Jack Turner, Amos Storkey +1
The time and effort involved in hand-designing deep neural networks is immense. This has prompted the development of Neural Architecture Search (NAS) techniques to automate this de…
cs.LG2020
Better Boosting with Bandits for Online Learning
Nikolaos Nikolaou, Joseph Mellor, Nikunj C. Oza +1
Probability estimates generated by boosting ensembles are poorly calibrated because of the margin maximization nature of the algorithm. The outputs of the ensemble need to be prope…