1k citations · 4.8k across the 28 of their papers we have counts for
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cs.LG2014★ 20 cited
Learning unbiased features
Yujia Li, Kevin Swersky, Richard Zemel
A key element in transfer learning is representation learning; if representations can be developed that expose the relevant factors underlying the data, then new tasks and domains…
cs.LG2014★ 19 cited
Mean-Field Networks
Yujia Li, Richard Zemel
The mean field algorithm is a widely used approximate inference algorithm for graphical models whose exact inference is intractable. In each iteration of mean field, the approximat…