Publication

I have been lucky to co-author papers with (the most recent researcher first):

Researchers Time Period # Papers
Manolis C. Tsakiris 2018 - Now 8
Yunzhen Yao 2020 - Now 2
Boshi Wang 2019 - 2020 1
Laurent Kneip 2018 - 2019 2
Yuanming Shi 2019 - 2019 2
Hayoung Choi 2018 - 2019 2
Aldo Conca 2018 1

arXiv

  1. Unlabeled principal component analysis (arXiv)
    arXiv:2101.09446 [cs.LG], 2021
    Yunzhen Yao, Liangzu Peng, Manolis C. Tsakiris
  2. Homomorphic sensing of subspace arrangements (arXiv)
    arXiv:2006.05158v2 [cs.LG], 2020
    Liangzu Peng, Manolis C. Tsakiris

Journal Papers

  1. Linear regression without correspondences via concave minimization (arXiv, IEEE Xplore)
    IEEE Signal Processing Letters, vol. 27, pp. 1580-1584, 2020
    Liangzu Peng, Manolis C. Tsakiris
  2. An algebraic-geometric approach to linear regression without correspondences (arXiv, IEEE Xplore)
    IEEE Transactions on Information Theory, vol. 66, no. 8, pp. 5130-5144, Aug. 2020
    Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi

Conference Papers

  1. Homomorphic sensing: sparsity and noise
    International Conference on Machine Learning (ICML), 2021
    Liangzu Peng, Boshi Wang, Manolis C. Tsakiris
  2. Unsigned matrix competion
    IEEE International Symposium on Information Theory (ISIT), 2021
    Yunzhen Yao, Liangzu Peng, Manolis C. Tsakiris
  3. Homomorphic sensing (PMLR, GitHub)
    International Conference on Machine Learning (ICML), 2019
    Manolis C. Tsakiris, Liangzu Peng
  4. Algebraically-initialized Expectation Maximization for Header-free Communication (IEEE Xplore)
    International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019
    Liangzu Peng Xuming Song, Manolis C. Tsakiris, Hayoung Choi, Laurent Kneip, Yuanming Shi