41 citations · 103 across the 5 of their papers we have counts for
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cs.LG2018★ 41 cited
Transfer Learning with Neural AutoML
Catherine Wong, Neil Houlsby, Yifeng Lu +1
We reduce the computational cost of Neural AutoML with transfer learning. AutoML relieves human effort by automating the design of ML algorithms. Neural AutoML has become popular f…
cs.LG2017★ 21 cited
DANCin SEQ2SEQ: Fooling Text Classifiers with Adversarial Text Example Generation
Catherine Wong
Machine learning models are powerful but fallible. Generating adversarial examples - inputs deliberately crafted to cause model misclassification or other errors - can yield import…