Certifying Global Optimality of Graph Cuts via Semidefinite Relaxation: A Performance Guarantee for Spectral Clustering Shuyang LingThomas Strohmer OriginalPaper 13 June 2019 Pages: 367 - 421
Geometry of Matrix Polynomial Spaces Andrii DmytryshynStefan JohanssonPaul Van Dooren OriginalPaper Open access 21 June 2019 Pages: 423 - 450
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution Cong MaKaizheng WangYuxin Chen OriginalPaper Open access 05 August 2019 Pages: 451 - 632