Selected Research Papers
  1. M. C. Tsakiris and L. Peng, Homomorphic sensing, arXiv:1901.07852 [cs.IT], 2019. pdf
  2. M. C. Tsakiris, Eigenspace conditions for homomorphic sensing, arXiv:1812.07966v2 [math.CO], 2018. pdf
  3. M. C. Tsakiris, L. Peng, A. Conca, L. Kneip, Y. Shi, H. Choi, An algebraic-geometric approach to shuffled linear regression,  arXiv:1810.05440 [cs.LG], 2018. pdf code   
  4. 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. pdf
  5. M. C. Tsakiris and R. Vidal, Dual principal component pursuit,  Journal of Machine Learning Research, 2018. pdf  code
  6. M. C. Tsakiris and R. Vidal, Theoretical analysis of sparse subspace clustering with missing entries, International Conference on Machine Learning (ICML), 2018. pdf  code
  7. M. C. Tsakiris and R. Vidal, Hyperplane clustering via dual principal component pursuit, International Conference on Machine Learning (ICML), 2017. pdf  code + dataset
  8. M. C. Tsakiris and R. Vidal, Filtrated algebraic subspace clustering, SIAM Journal of Imaging Sciences, 2017. pdf  code
  9. M. C. Tsakiris and R. Vidal, Algebraic clustering of affine subspaces, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017. pdf
  10. M. C. Tsakiris and D. C. Tarraf, Algebraic decompositions of DP problems with linear dynamics, Systems and Control Letters, 2015. pdf
  11. 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
  12. 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 
  13. M. C. Tsakiris and P. A. Naylor, Fast exact affine projection algorithm using displacement structure theory, International Conference in Signal Processing, 2009. pdf