Institute of Mathematics and its Applications

A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion

Yangyang Xu, Wotao Yin · SIAM Journal on Imaging Sciences · 2013 · 1.2K citations

Computing, Computer Science, Feature Engineering +16

Improved Iteratively Reweighted Least Squares for Unconstrained Smoothed $\ell_q$ Minimization

Ming‐Jun Lai, Yangyang Xu, Wotao Yin · SIAM Journal on Numerical Analysis · 2013 · 406 citations

Computing, Computer Science, Mathematics +15

Parallel matrix factorization for low-rank tensor completion

Yangyang Xu, Ruru Hao, Wotao Yin et al. · Inverse Problems and Imaging · 2015 · 357 citations · Full text

Computing, Computer Science, Feature Engineering +14

An algorithm for extracting the network geometry of three‐dimensional collagen gels

Andrew M. Stein, David Vader, Louise Jawerth et al. · Journal of Microscopy · 2008 · 201 citations · Full text

Natural Sciences, Bioengineering, Biophysics +17

Topological methods for exploring low-density states in biomolecular folding pathways

Yuan Yao, Jian Sun, Xuhui Huang et al. · The Journal of Chemical Physics · 2009 · 143 citations · Full text

Life Sciences, Biophysics, Molecular Biology +17