1.7k citations · 2.4k across the 56 of their papers we have counts for
Showing 2012 · cs.LGShow all
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cs.LG2012★ 105 cited
Online Alternating Direction Method
Huahua Wang, Arindam Banerjee
Online optimization has emerged as powerful tool in large scale optimization. In this paper, we introduce efficient online algorithms based on the alternating directions method (AD…
cs.LG2012★ 11 cited
Gaussian Process Topic Models
Amrudin Agovic, Arindam Banerjee
We introduce Gaussian Process Topic Models (GPTMs), a new family of topic models which can leverage a kernel among documents while extracting correlated topics. GPTMs can be consid…