517 citations · 746 across the 18 of their papers we have counts for
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cs.LG2017★ 2 cited
DropMax: Adaptive Variational Softmax
Hae Beom Lee, Juho Lee, Saehoon Kim +2
We propose DropMax, a stochastic version of softmax classifier which at each iteration drops non-target classes according to dropout probabilities adaptively decided for each insta…
stat.ML2017★ 23 cited
Learning to Warm-Start Bayesian Hyperparameter Optimization
Jungtaek Kim, Saehoon Kim, Seungjin Choi
Hyperparameter optimization aims to find the optimal hyperparameter configuration of a machine learning model, which provides the best performance on a validation dataset. Manual s…