Fast exact Affine Projection Algorithm using displacement structure theory. - Manolis C. Tsakiris; Patrick A. Naylor (DPS, 2009)

A Robust Affine Projection Algorithm with Feedback Compensation of the Condition Number. - Manolis C. Tsakiris; Cássio Guimarães Lopes (ISCAS, 2009)

An alternative criterion for regularization in Recursive Least-Squares problems. - Manolis C. Tsakiris; Cássio Guimarães Lopes; Patrick A. Naylor (ISWCS, 2010)

An Array Recursive Least-Squares Algorithm With Generic Nonfading Regularization Matrix. - Manolis C. Tsakiris; Cássio Guimarães Lopes; Vítor H. Nascimento (IEEE Signal Process. Lett., 2010)

On decompositions of finite horizon DP Problems with linear dynamics. - Manolis C. Tsakiris; Danielle C. Tarraf (Allerton Conference, 2012)

On subspace decompositions of finite horizon dynamic programming problems. - Manolis C. Tsakiris; Danielle C. Tarraf (CDC, 2012)

On subspace decompositions of finite horizon DP problems with switched linear dynamics. - Manolis C. Tsakiris; Danielle C. Tarraf (CDC, 2013)

Abstract algebraic-geometric subspace clustering. - Manolis C. Tsakiris; René Vidal (ACSSC, 2014)

Filtrated Spectral Algebraic Subspace Clustering. - Manolis C. Tsakiris; René Vidal (ICCV Workshops, 2015)

Abstract Algebraic Subspace Clustering. - Manolis C. Tsakiris; René Vidal (CoRR, 2015)

Algebraic decompositions of DP problems with linear dynamics. - Manolis C. Tsakiris; Danielle C. Tarraf (Syst. Control. Lett., 2015)

Hyperplane Clustering via Dual Principal Component Pursuit. - Manolis C. Tsakiris; René Vidal (ICML, 2017)

Filtrated Algebraic Subspace Clustering. - Manolis C. Tsakiris; René Vidal (SIAM J. Imaging Sci., 2017)

Theoretical Analysis of Sparse Subspace Clustering with Missing Entries. - Manolis C. Tsakiris; René Vidal (ICML, 2018)

Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms. - Zhihui Zhu; Yifan Wang; Daniel P. Robinson; Daniel Q. Naiman; René Vidal; Manolis C. Tsakiris (NeurIPS, 2018)

An Algebraic-Geometric Approach to Shuffled Linear Regression. - Manolis C. Tsakiris; Liangzu Peng; Aldo Conca; Laurent Kneip; Yuanming Shi; Hayoung Choi (CoRR, 2018)

Eigenspace conditions for homomorphic sensing. - Manolis C. Tsakiris (CoRR, 2018)

Dual Principal Component Pursuit: Probability Analysis and Efficient Algorithms. - Zhihui Zhu; Yifan Wang; Daniel P. Robinson; Daniel Q. Naiman; René Vidal; Manolis C. Tsakiris (CoRR, 2018)

Dual Principal Component Pursuit. - Manolis C. Tsakiris; René Vidal (J. Mach. Learn. Res., 2018)

Algebraic Clustering of Affine Subspaces. - Manolis C. Tsakiris; René Vidal (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Online Stability Improvement of Gröbner Basis Solvers using Deep Learning. - Wanting Xu; Lan Hu; Manolis C. Tsakiris; Laurent Kneip (3DV, 2019)

Algebraically-initialized Expectation Maximization for Header-free Communication. - Liangzu Peng; Xuming Song; Manolis C. Tsakiris; Hayoung Choi; Laurent Kneip; Yuanming Shi (ICASSP, 2019)

Classifying and Comparing Approaches to Subspace Clustering with Missing Data. - Connor Lane; Ron Boger; Chong You; Manolis C. Tsakiris; Benjamin D. Haeffele; René Vidal (ICCV Workshops, 2019)

Noisy Dual Principal Component Pursuit. - Tianyu Ding; Zhihui Zhu; Tianjiao Ding; Yunchen Yang; Daniel P. Robinson; Manolis C. Tsakiris; René Vidal (ICML, 2019)

Homomorphic Sensing. - Manolis C. Tsakiris; Liangzu Peng (ICML, 2019)

A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning. - Zhihui Zhu; Tianyu Ding; Daniel P. Robinson; Manolis C. Tsakiris; René Vidal (NeurIPS, 2019)

Robust Homography Estimation via Dual Principal Component Pursuit. - Tianjiao Ding; Yunchen Yang; Zhihui Zhu; Daniel P. Robinson; René Vidal; Laurent Kneip; Manolis C. Tsakiris (CVPR, 2020)

Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications. - Qing Qu 001; Zhihui Zhu; Xiao Li 009; Manolis C. Tsakiris; John Wright 001; René Vidal (CoRR, 2020)

Finiteness of fibers in matrix completion via Plücker coordinates. - Manolis C. Tsakiris (CoRR, 2020)

An exposition to the finiteness of fibers in matrix completion via Plücker coordinates. - Manolis C. Tsakiris (CoRR, 2020)

Homomorphic Sensing of Subspace Arrangements. - Liangzu Peng; Boshi Wang; Manolis C. Tsakiris (CoRR, 2020)

Linear Regression Without Correspondences via Concave Minimization. - Liangzu Peng; Manolis C. Tsakiris (IEEE Signal Process. Lett., 2020)

An Algebraic-Geometric Approach for Linear Regression Without Correspondences. - Manolis C. Tsakiris; Liangzu Peng; Aldo Conca; Laurent Kneip; Yuanming Shi; Hayoung Choi (IEEE Trans. Inf. Theory, 2020)

Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms. - Tianyu Ding; Zhihui Zhu; Manolis C. Tsakiris; René Vidal; Daniel P. Robinson (AISTATS, 2021)

Homomorphic Sensing: Sparsity and Noise. - Liangzu Peng; Boshi Wang; Manolis C. Tsakiris (ICML, 2021)

Unsigned Matrix Completion. - Yunzhen Yao; Liangzu Peng; Manolis C. Tsakiris (ISIT, 2021)

Unlabeled Principal Component Analysis. - Yunzhen Yao; Liangzu Peng; Manolis C. Tsakiris (NeurIPS, 2021)

Boosting RANSAC via Dual Principal Component Pursuit. - Yunchen Yang; Xinyue Zhang; Tianjiao Ding; Daniel P. Robinson; René Vidal; Manolis C. Tsakiris (CoRR, 2021)

ARCS: Accurate Rotation and Correspondence Search. - Liangzu Peng; Manolis C. Tsakiris; René Vidal (CVPR, 2022)

Ladder Matrix Recovery from Permutations. - Manolis C. Tsakiris (CoRR, 2022)

Matrix Recovery from Permutations: An Algebraic Geometry Approach. - Manolis C. Tsakiris (ISIT, 2023)

A Field-Theoretic Approach to Unlabeled Sensing. - Hao Liang; Jingyu Lu; Manolis C. Tsakiris; Lihong Zhi (CoRR, 2023)

Low-Rank Matrix Completion Theory via Plücker Coordinates. - Manolis C. Tsakiris (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Unlabeled Sensing Using Rank-One Moment Matrix Completion. - Hao Liang; Jingyu Lu; Manolis C. Tsakiris; Lihong Zhi (ISSAC, 2024)

Online Stability Improvement of Groebner Basis Solvers using Deep Learning. - Wanting Xu; Lan Hu; Manolis C. Tsakiris; Laurent Kneip (CoRR, 2024)

Unlabeled Principal Component Analysis and Matrix Completion. - Yunzhen Yao; Liangzu Peng; Manolis C. Tsakiris (J. Mach. Learn. Res., 2024)

Shuffled multi-channel sparse signal recovery. - Taulant Koka; Manolis C. Tsakiris; Michael Muma; Benjamín Béjar Haro (Signal Process., 2024)

Cross-Channel Unlabeled Sensing over a Union of Signal Subspaces. - Taulant Koka; Manolis C. Tsakiris; Benjamín Béjar Haro; Michael Muma (ICASSP, 2025)