Manolis C. Tsakiris

60 papers A* 10A 1B 3C 1Misc 3Journal 33Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A field-theoretic view of unlabeled sensing.
J. Symb. Comput.
Hao Liang, Jingyu Lu, Manolis C. Tsakiris, Lihong Zhi
2025 Misc conf
Cross-Channel Unlabeled Sensing over a Union of Signal Subspaces.
ICASSP
Taulant Koka, Manolis C. Tsakiris, Benjamín Béjar Haro, Michael Muma
2025 J jnl
Cross-Channel Unlabeled Sensing over a Union of Signal Subspaces.
CoRR
Taulant Koka, Manolis C. Tsakiris, Benjamín Béjar Haro, Michael Muma
2024 J jnl
Online Stability Improvement of Groebner Basis Solvers using Deep Learning.
CoRR
Wanting Xu, Lan Hu, Manolis C. Tsakiris, Laurent Kneip
2024 J jnl
Shuffled multi-channel sparse signal recovery.
Signal Process.
Taulant Koka, Manolis C. Tsakiris, Michael Muma, Benjamín Béjar Haro
2024 J jnl
Unlabeled Principal Component Analysis and Matrix Completion.
J. Mach. Learn. Res.
Yunzhen Yao, Liangzu Peng, Manolis C. Tsakiris
2024 B conf
Unlabeled Sensing Using Rank-One Moment Matrix Completion.
ISSAC
Hao Liang, Jingyu Lu, Manolis C. Tsakiris, Lihong Zhi
2023 J jnl
A Field-Theoretic Approach to Unlabeled Sensing.
CoRR
Hao Liang, Jingyu Lu, Manolis C. Tsakiris, Lihong Zhi
2023 J jnl
Low-Rank Matrix Completion Theory via Plücker Coordinates.
IEEE Trans. Pattern Anal. Mach. Intell.
Manolis C. Tsakiris
2023 B conf
Matrix Recovery from Permutations: An Algebraic Geometry Approach.
ISIT
Manolis C. Tsakiris
2022 A* conf
ARCS: Accurate Rotation and Correspondence Search.
CVPR
Liangzu Peng, Manolis C. Tsakiris, René Vidal
2022 J jnl
ARCS: Accurate Rotation and Correspondence Search.
CoRR
Liangzu Peng, Manolis C. Tsakiris, René Vidal
2022 J jnl
Ladder Matrix Recovery from Permutations.
CoRR
Manolis C. Tsakiris
2021 J jnl
Boosting RANSAC via Dual Principal Component Pursuit.
CoRR
Yunchen Yang, Xinyue Zhang, Tianjiao Ding, Daniel P. Robinson, René Vidal, Manolis C. Tsakiris
2021 A conf
Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms.
AISTATS
Tianyu Ding, Zhihui Zhu, Manolis C. Tsakiris, René Vidal, Daniel P. Robinson
2021 A* conf
Homomorphic Sensing: Sparsity and Noise.
ICML
Liangzu Peng, Boshi Wang, Manolis C. Tsakiris
2021 A* conf
Unlabeled Principal Component Analysis.
NeurIPS
Yunzhen Yao, Liangzu Peng, Manolis C. Tsakiris
2021 J jnl
Unlabeled Principal Component Analysis.
CoRR
Yunzhen Yao, Liangzu Peng, Manolis C. Tsakiris
2021 B conf
Unsigned Matrix Completion.
ISIT
Yunzhen Yao, Liangzu Peng, Manolis C. Tsakiris
2020 J jnl
An Algebraic-Geometric Approach for Linear Regression Without Correspondences.
IEEE Trans. Inf. Theory
Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi
2020 J jnl
An exposition to the finiteness of fibers in matrix completion via Plücker coordinates.
CoRR
Manolis C. Tsakiris
2020 J jnl
Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications.
CoRR
Qing Qu, Zhihui Zhu, Xiao Li, Manolis C. Tsakiris, John Wright, René Vidal
2020 J jnl
Finiteness of fibers in matrix completion via Plücker coordinates.
CoRR
Manolis C. Tsakiris
2020 J jnl
Homomorphic Sensing of Subspace Arrangements.
CoRR
Liangzu Peng, Boshi Wang, Manolis C. Tsakiris
2020 J jnl
Linear Regression Without Correspondences via Concave Minimization.
IEEE Signal Process. Lett.
Liangzu Peng, Manolis C. Tsakiris
2020 J jnl
Linear Regression without Correspondences via Concave Minimization.
CoRR
Liangzu Peng, Manolis C. Tsakiris
2020 A* conf
Robust Homography Estimation via Dual Principal Component Pursuit.
CVPR
Tianjiao Ding, Yunchen Yang, Zhihui Zhu, Daniel P. Robinson, René Vidal, Laurent Kneip, Manolis C. Tsakiris
2019 A* conf
A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning.
NeurIPS
Zhihui Zhu, Tianyu Ding, Daniel P. Robinson, Manolis C. Tsakiris, René Vidal
2019 Misc conf
Algebraically-initialized Expectation Maximization for Header-free Communication.
ICASSP
Liangzu Peng, Xuming Song, Manolis C. Tsakiris, Hayoung Choi, Laurent Kneip, Yuanming Shi
2019 — conf
Classifying and Comparing Approaches to Subspace Clustering with Missing Data.
ICCV Workshops
Connor Lane, Ron Boger, Chong You, Manolis C. Tsakiris, Benjamin D. Haeffele, René Vidal
2019 A* conf
Homomorphic Sensing.
ICML
Manolis C. Tsakiris, Liangzu Peng
2019 J jnl
Homomorphic Sensing.
CoRR
Manolis C. Tsakiris, Liangzu Peng
2019 A* conf
Noisy Dual Principal Component Pursuit.
ICML
Tianyu Ding, Zhihui Zhu, Tianjiao Ding, Yunchen Yang, Daniel P. Robinson, Manolis C. Tsakiris, René Vidal
2019 — conf
Online Stability Improvement of Gröbner Basis Solvers using Deep Learning.
3DV
Wanting Xu, Lan Hu, Manolis C. Tsakiris, Laurent Kneip
2018 J jnl
Algebraic Clustering of Affine Subspaces.
IEEE Trans. Pattern Anal. Mach. Intell.
Manolis C. Tsakiris, René Vidal
2018 J jnl
An Algebraic-Geometric Approach to Shuffled Linear Regression.
CoRR
Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi
2018 J jnl
Dual Principal Component Pursuit.
J. Mach. Learn. Res.
Manolis C. Tsakiris, René Vidal
2018 A* conf
Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms.
NeurIPS
Zhihui Zhu, Yifan Wang, Daniel P. Robinson, Daniel Q. Naiman, René Vidal, Manolis C. Tsakiris
2018 J jnl
Dual Principal Component Pursuit: Probability Analysis and Efficient Algorithms.
CoRR
Zhihui Zhu, Yifan Wang, Daniel P. Robinson, Daniel Q. Naiman, René Vidal, Manolis C. Tsakiris
2018 J jnl
Eigenspace conditions for homomorphic sensing.
CoRR
Manolis C. Tsakiris
2018 A* conf
Theoretical Analysis of Sparse Subspace Clustering with Missing Entries.
ICML
Manolis C. Tsakiris, René Vidal
2018 J jnl
Theoretical Analysis of Sparse Subspace Clustering with Missing Entries.
CoRR
Manolis C. Tsakiris, René Vidal
2017 J jnl
Filtrated Algebraic Subspace Clustering.
SIAM J. Imaging Sci.
Manolis C. Tsakiris, René Vidal
2017 J jnl
Hyperplane Clustering Via Dual Principal Component Pursuit.
CoRR
Manolis C. Tsakiris, René Vidal
2017 A* conf
Hyperplane Clustering via Dual Principal Component Pursuit.
ICML
Manolis C. Tsakiris, René Vidal
2015 J jnl
Abstract Algebraic Subspace Clustering.
CoRR
Manolis C. Tsakiris, René Vidal
2015 J jnl
Algebraic Clustering of Affine Subspaces.
CoRR
Manolis C. Tsakiris, René Vidal
2015 J jnl
Algebraic decompositions of DP problems with linear dynamics.
Syst. Control. Lett.
Manolis C. Tsakiris, Danielle C. Tarraf
2015 — conf
Dual Principal Component Pursuit.
ICCV Workshops
Manolis C. Tsakiris, René Vidal
2015 J jnl
Dual Principal Component Pursuit.
CoRR
Manolis C. Tsakiris, René Vidal
2015 — conf
Filtrated Spectral Algebraic Subspace Clustering.
ICCV Workshops
Manolis C. Tsakiris, René Vidal
2015 J jnl
Filtrated Spectral Algebraic Subspace Clustering.
CoRR
Manolis C. Tsakiris, René Vidal
2014 Misc conf
Abstract algebraic-geometric subspace clustering.
ACSSC
Manolis C. Tsakiris, René Vidal
2013 — conf
On subspace decompositions of finite horizon DP problems with switched linear dynamics.
CDC
Manolis C. Tsakiris, Danielle C. Tarraf
2012 — conf
On decompositions of finite horizon DP Problems with linear dynamics.
Allerton Conference
Manolis C. Tsakiris, Danielle C. Tarraf
2012 — conf
On subspace decompositions of finite horizon dynamic programming problems.
CDC
Manolis C. Tsakiris, Danielle C. Tarraf
2010 J jnl
An Array Recursive Least-Squares Algorithm With Generic Nonfading Regularization Matrix.
IEEE Signal Process. Lett.
Manolis C. Tsakiris, Cássio Guimarães Lopes, Vítor H. Nascimento
2010 — conf
An alternative criterion for regularization in Recursive Least-Squares problems.
ISWCS
Manolis C. Tsakiris, Cássio Guimarães Lopes, Patrick A. Naylor
2009 C conf
A Robust Affine Projection Algorithm with Feedback Compensation of the Condition Number.
ISCAS
Manolis C. Tsakiris, Cássio Guimarães Lopes
2009 — conf
Fast exact Affine Projection Algorithm using displacement structure theory.
DPS
Manolis C. Tsakiris, Patrick A. Naylor