176 citations · 394 across the 16 of their papers we have counts for
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cs.LG2018★ 29 cited
Deep Active Learning with a Neural Architecture Search
Yonatan Geifman, Ran El-Yaniv
We consider active learning of deep neural networks. Most active learning works in this context have focused on studying effective querying mechanisms and assumed that an appropria…
cs.LG2018★ 33 cited
Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers
Yonatan Geifman, Guy Uziel, Ran El-Yaniv
We consider the problem of uncertainty estimation in the context of (non-Bayesian) deep neural classification. In this context, all known methods are based on extracting uncertaint…