53 citations · 94 across the 9 of their papers we have counts for
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cs.AI2017★ 24 cited
Supervising Unsupervised Learning
Vikas K. Garg, Adam Kalai
We introduce a framework to leverage knowledge acquired from a repository of (heterogeneous) supervised datasets to new unsupervised datasets. Our perspective avoids the subjectivi…
cs.LG2017★ 3 cited
Meta-Unsupervised-Learning: A supervised approach to unsupervised learning
Vikas K. Garg, Adam Tauman Kalai
We introduce a new paradigm to investigate unsupervised learning, reducing unsupervised learning to supervised learning. Specifically, we mitigate the subjectivity in unsupervised…