76 citations · 258 across the 8 of their papers we have counts for
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stat.ML2014★ 23 cited
Learning Latent Variable Gaussian Graphical Models
Zhaoshi Meng, Brian Eriksson, Alfred O. Hero
Gaussian graphical models (GGM) have been widely used in many high-dimensional applications ranging from biological and financial data to recommender systems. Sparsity in GGM plays…
cs.LG2014★ 76 cited
Matroid Bandits: Fast Combinatorial Optimization with Learning
Branislav Kveton, Zheng Wen, Azin Ashkan +2
A matroid is a notion of independence in combinatorial optimization which is closely related to computational efficiency. In particular, it is well known that the maximum of a cons…