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Selected Research Papers
  • Z. Zhu, Y. Wang, D. P. Robinson, D. Naiman, R. Vidal, M. C. Tsakiris, Dual principal component pursuit: Improved analysis and efficient algorithms, Neural Information Processing Systems (NIPS), 2018. 
  • M. C. Tsakiris and R. Vidal, Dual principal component pursuit,  Journal of Machine Learning Research, 2018. pdf code
  • M. C. Tsakiris and R. Vidal, Theoretical analysis of sparse subspace clustering with missing entries, International Conference on Machine Learning (ICML), 2018. pdf
  • M. C. Tsakiris and R. Vidal, Hyperplane Clustering via dual principal component pursuit, International Conference on Machine Learning (ICML), 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