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Selected Research Papers
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  • M. C. Tsakiris and R. Vidal, Hyperplane Clustering Via Dual Principal Component Pursuit, International Conference on Machine Learning (ICML), 2017. pdf
  • M. C. Tsakiris, Dual Principal Component Pursuit and Filtrated Algebraic Subspace Clustering, PhD Thesis, Johns Hopkins University, 2017. pdf
  • M. C. Tsakiris and R. Vidal, Hyperplane clustering via dual principal component pursuit, arXiv:1706.01604v1 [cs.CV], 2017. pdf
  • M. C. Tsakiris and R. Vidal, Dual principal component pursuit, arXiv:1510.04390v2 [cs.CV], 2017. pdf code
  • M. C. Tsakiris and R. Vidal, Filtrated algebraic subspace clustering, SIAM Journal of Imaging Sciences, 2017. pdf code
  • M. C. Tsakiris and R. Vidal, Algebraic clustering of affine subspaces, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017. pdf
  • M. C. Tsakiris and D. C. Tarraf, Algebraic decompositions of DP problems with linear dynamics, Systems and Control Letters, 2015. pdf
  • M. C. Tsakiris, C. G. Lopes and V. H. Nascimento, An array recursive least-squares algorithm with generic non-fading regularization matrix, IEEE Signal Processing Letters, 2010. pdf
  • M. C. Tsakiris, C. G. Lopes and P. A. Naylor, An alternative criterion for regularization in least-squares algorithm, IEEE International Symposium on Wireless Communication Systems, 2010. pdf 
  • M. C. Tsakiris and P. A. Naylor, Fast exact affine projection algorithm using displacement structure theory, International Conference in Signal Processing, 2009. pdf