208 citations · 504 across the 30 of their papers we have counts for
Showing 2017Show all
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cs.LG2017★ 33 cited
Finding Competitive Network Architectures Within a Day Using UCT
Martin Wistuba
The design of neural network architectures for a new data set is a laborious task which requires human deep learning expertise. In order to make deep learning available for a broad…
stat.ML2017★ 27 cited
Adversarial Phenomenon in the Eyes of Bayesian Deep Learning
Ambrish Rawat, Martin Wistuba, Maria-Irina Nicolae
Deep Learning models are vulnerable to adversarial examples, i.e.\ images obtained via deliberate imperceptible perturbations, such that the model misclassifies them with high conf…