450 citations · 495 across the 23 of their papers we have counts for
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stat.ML2015★ 2 cited
Estimating Posterior Ratio for Classification: Transfer Learning from Probabilistic Perspective
Song Liu, Kenji Fukumizu
Transfer learning assumes classifiers of similar tasks share certain parameter structures. Unfortunately, modern classifiers uses sophisticated feature representations with huge pa…
stat.ML2015★ 1 cited
Structure Learning of Partitioned Markov Networks
Song Liu, Taiji Suzuki, Masashi Sugiyama +1
We learn the structure of a Markov Network between two groups of random variables from joint observations. Since modelling and learning the full MN structure may be hard, learning…