1.3k citations · 3.6k across the 28 of their papers we have counts for
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math.NA2015★ 6 cited
Bayesian Matrix Completion via Adaptive Relaxed Spectral Regularization
Yang Song, Jun Zhu
Bayesian matrix completion has been studied based on a low-rank matrix factorization formulation with promising results. However, little work has been done on Bayesian matrix compl…
cs.LG2015★ 69 cited
Training Deep Neural Networks via Direct Loss Minimization
Yang Song, Alexander G. Schwing, Richard S. Zemel +1
Supervised training of deep neural nets typically relies on minimizing cross-entropy. However, in many domains, we are interested in performing well on metrics specific to the appl…