Learning latent disentangled embeddings and graphs for multi-view clustering

Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

Stephen Boyd · Foundations and Trends® in Machine Learning · 2011 · 16K citations

Computing, Computer Science, Machine Learning +13

Robust Recovery of Subspace Structures by Low-Rank Representation

Guangcan Liu, Zhouchen Lin, Shuicheng Yan et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 3.7K citations · Full text

Computing, Computer Science, Data Mining +12

Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging

Misha E. Kilmer, Karen Braman, Ning Hao et al. · SIAM Journal on Matrix Analysis and Applications · 2013 · 1.2K citations

Natural Sciences, Computer Science, Mathematics +16

Global Convergence of ADMM in Nonconvex Nonsmooth Optimization

Yu Wang, Wotao Yin, Jinshan Zeng · Journal of Scientific Computing · 2018 · 1.2K citations

Natural Sciences, Mathematics, Computational Geometry +16

GMC: Graph-Based Multi-View Clustering

Hao Wang, Yan Yang, Bing Liu · IEEE Transactions on Knowledge and Data Engineering · 2019 · 895 citations

Computing, Computer Science, Data Science +13