384 citations · 2.9k across the 103 of their papers we have counts for
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stat.ML2016★ 36 cited
Hypothesis Transfer Learning via Transformation Functions
Simon Shaolei Du, Jayanth Koushik, Aarti Singh +1
We consider the Hypothesis Transfer Learning (HTL) problem where one incorporates a hypothesis trained on the source domain into the learning procedure of the target domain. Existi…
stat.ML2016★ 14 cited
An Improved Gap-Dependency Analysis of the Noisy Power Method
Maria Florina Balcan, Simon S. Du, Yining Wang +1
We consider the noisy power method algorithm, which has wide applications in machine learning and statistics, especially those related to principal component analysis (PCA) under r…