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Manolis C. Tsakiris
Homomorphic Sensing of Subspace Arrangements

Jun 09, 2020
Liangzu Peng, Boshi Wang, Manolis C. Tsakiris

* 10 pages 
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An exposition to the finiteness of fibers in matrix completion via Plücker coordinates

Apr 28, 2020
Manolis C. Tsakiris

* 11 pages, fixed misprint in title 
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Linear Regression without Correspondences via Concave Minimization

Mar 17, 2020
Liangzu Peng, Manolis C. Tsakiris


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Finiteness of fibers in matrix completion via Plücker coordinates

Feb 18, 2020
Manolis C. Tsakiris

* 8 pages, fixed typos, improved arguments in the proof of Theorem 1, updated literature 
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Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications

Jan 20, 2020
Qing Qu, Zhihui Zhu, Xiao Li, Manolis C. Tsakiris, John Wright, René Vidal

* QQ and ZZ contributed equally to the work. Invited review paper for IEEE Signal Processing Magazine Special Issue on non-convex optimization for signal processing and machine learning. This article contains 26 pages with 11 figures 
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Dual Principal Component Pursuit: Probability Analysis and Efficient Algorithms

Dec 24, 2018
Zhihui Zhu, Yifan Wang, Daniel P. Robinson, Daniel Q. Naiman, Rene Vidal, Manolis C. Tsakiris


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An Algebraic-Geometric Approach to Shuffled Linear Regression

Oct 12, 2018
Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi


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Dual Principal Component Pursuit

Aug 04, 2018
Manolis C. Tsakiris, Rene Vidal


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Theoretical Analysis of Sparse Subspace Clustering with Missing Entries

Feb 09, 2018
Manolis C. Tsakiris, Rene Vidal


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Hyperplane Clustering Via Dual Principal Component Pursuit

Jun 19, 2017
Manolis C. Tsakiris, Rene Vidal


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Filtrated Algebraic Subspace Clustering

Mar 08, 2017
Manolis C. Tsakiris, Rene Vidal


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Algebraic Clustering of Affine Subspaces

Mar 08, 2017
Manolis C. Tsakiris, Rene Vidal


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Filtrated Spectral Algebraic Subspace Clustering

Oct 15, 2015
Manolis C. Tsakiris, Rene Vidal


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