Manolis C. Tsakiris

Dual Principal Component Pursuit

Manolis C. Tsakiris, Renè Vidal · 2015 · 51 citations

Single Subspace Learning, Machine Vision, Machine Learning +12

Algebraic Clustering of Affine Subspaces

Manolis C. Tsakiris, Renè Vidal · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 47 citations · Full text

Algebraic Clustering, Cluster Algebra, Sparse Representation +14

An Algebraic-Geometric Approach for Linear Regression without Correspondences

Manolis C. Tsakiris, Liangzu Peng, Aldo Conca et al. · CINECA IRIS Institutial Research Information System (University of Genoa) · 2020 · 36 citations

Linear Regression Without Correspondences via Concave Minimization

Liangzu Peng, Manolis C. Tsakiris · IEEE Signal Processing Letters · 2020 · 25 citations · Full text

Mathematical Programming, Engineering, Machine Learning +20

Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms

Zhihui Zhu, Yifan Wang, Daniel P. Robinson et al. · Neural Information Processing Systems · 2018 · 23 citations

Engineering, Machine Learning, Efficient Algorithms +17