234 citations · 548 across the 25 of their papers we have counts for
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stat.ML2013★ 115 cited
Feature Selection with Annealing for Computer Vision and Big Data Learning
Adrian Barbu, Yiyuan She, Liangjing Ding +1
Many computer vision and medical imaging problems are faced with learning from large-scale datasets, with millions of observations and features. In this paper we propose a novel ef…
stat.ML2013★ 6 cited
Learning Mixtures of Bernoulli Templates by Two-Round EM with Performance Guarantee
Adrian Barbu, Tianfu Wu, Ying Nian Wu
Dasgupta and Shulman showed that a two-round variant of the EM algorithm can learn mixture of Gaussian distributions with near optimal precision with high probability if the Gaussi…