50 citations · 72 across the 12 of their papers we have counts for
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cs.LG2015★ 4 cited
Online Gradient Descent in Function Space
Changbo Zhu, Huan Xu
In many problems in machine learning and operations research, we need to optimize a function whose input is a random variable or a probability density function, i.e. to solve optim…
cs.LG2015★ 2 cited
Online Crowdsourcing
Changbo Zhu, Huan Xu, Shuicheng Yan
With the success of modern internet based platform, such as Amazon Mechanical Turk, it is now normal to collect a large number of hand labeled samples from non-experts. The Dawid-…