Manolis C. Tsakiris

J. Mach. Learn. Res., 2024

Online Stability Improvement of Groebner Basis Solvers using Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Unlabeled Sensing Using Rank-One Moment Matrix Completion.

[BibT_eX]

[DOI]

Proceedings of the 2024 International Symposium on Symbolic and Algebraic Computation, 2024

2023

Low-Rank Matrix Completion Theory via Plücker Coordinates.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

A Field-Theoretic Approach to Unlabeled Sensing.

[BibT_eX]

[DOI]

CoRR, 2023

Matrix Recovery from Permutations: An Algebraic Geometry Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

2022

Ladder Matrix Recovery from Permutations.

[BibT_eX]

[DOI]

CoRR, 2022

ARCS: Accurate Rotation and Correspondence Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Boosting RANSAC via Dual Principal Component Pursuit.

[BibT_eX]

[DOI]

CoRR, 2021

Unlabeled Principal Component Analysis.

[BibT_eX]

[DOI]

Yunzhen Yao

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Unsigned Matrix Completion.

[BibT_eX]

[DOI]

Yunzhen Yao

Proceedings of the IEEE International Symposium on Information Theory, 2021

Homomorphic Sensing: Sparsity and Noise.

[BibT_eX]

[DOI]

Boshi Wang

Proceedings of the 38th International Conference on Machine Learning, 2021

Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

An Algebraic-Geometric Approach for Linear Regression Without Correspondences.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

Linear Regression Without Correspondences via Concave Minimization.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

Homomorphic Sensing of Subspace Arrangements.

[BibT_eX]

[DOI]

Boshi Wang

CoRR, 2020

An exposition to the finiteness of fibers in matrix completion via Plücker coordinates.

[BibT_eX]

[DOI]

CoRR, 2020

Finiteness of fibers in matrix completion via Plücker coordinates.

[BibT_eX]

[DOI]

CoRR, 2020

Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications.

[BibT_eX]

[DOI]

CoRR, 2020

Robust Homography Estimation via Dual Principal Component Pursuit.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Homomorphic Sensing.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Noisy Dual Principal Component Pursuit.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Classifying and Comparing Approaches to Subspace Clustering with Missing Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Algebraically-initialized Expectation Maximization for Header-free Communication.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Online Stability Improvement of Gröbner Basis Solvers using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on 3D Vision, 2019

2018

Algebraic Clustering of Affine Subspaces.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Dual Principal Component Pursuit.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2018

Dual Principal Component Pursuit: Probability Analysis and Efficient Algorithms.

[BibT_eX]

[DOI]

CoRR, 2018

Eigenspace conditions for homomorphic sensing.

[BibT_eX]

[DOI]

CoRR, 2018

An Algebraic-Geometric Approach to Shuffled Linear Regression.

[BibT_eX]

[DOI]

CoRR, 2018

Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Theoretical Analysis of Sparse Subspace Clustering with Missing Entries.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Filtrated Algebraic Subspace Clustering.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2017

Hyperplane Clustering via Dual Principal Component Pursuit.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

2015

Algebraic decompositions of DP problems with linear dynamics.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2015

Abstract Algebraic Subspace Clustering.

[BibT_eX]

[DOI]

CoRR, 2015

Filtrated Spectral Algebraic Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

2014

Abstract algebraic-geometric subspace clustering.

[BibT_eX]

[DOI]

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

On subspace decompositions of finite horizon DP problems with switched linear dynamics.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

On subspace decompositions of finite horizon dynamic programming problems.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

On decompositions of finite horizon DP Problems with linear dynamics.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2010

An Array Recursive Least-Squares Algorithm With Generic Nonfading Regularization Matrix.

[BibT_eX]

[DOI]

Cássio Guimarães Lopes

Vítor H. Nascimento

IEEE Signal Process. Lett., 2010

An alternative criterion for regularization in Recursive Least-Squares problems.

[BibT_eX]

[DOI]

Cássio Guimarães Lopes

Patrick A. Naylor

Proceedings of the 2010 7th International Symposium on Wireless Communication Systems, 2010

2009

A Robust Affine Projection Algorithm with Feedback Compensation of the Condition Number.

[BibT_eX]

[DOI]

Cássio Guimarães Lopes

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Fast exact Affine Projection Algorithm using displacement structure theory.

[BibT_eX]

[DOI]