@article{CTT100926976,
  author = {Thien Nguyen Duc and Konstantinos Slavakis},
  title = {Multilinear kernel regression and imputation via manifold learning},
  journal = {IEEE Open Journal of Signal Processing},
  year = 2024,
}

@article{CTT100905818,
  author = {Ye Chen and Kyohei Okubo and Konstantinos Slavakis and Yoshitaka Kitamot},
  title = {Estimation of biomolecule amount by analyzing magnetic nanoparticle cluster distributions from alternating current magnetization spectra for magnetic biosensing},
  journal = {Journal of Magnetism and Magnetic Materials},
  year = 2023,
}

@article{CTT100878186,
  author = {K. Slavakis and G. N. Shetty and L. Cannelli and G. Scutari and U. Nakarmi and L. Ying},
  title = {Kernel regression imputation in manifolds via bi-linear modeling: The dynamic-MRI case},
  journal = {IEEE Transactions on Computational Imaging},
  year = 2022,
}

@inproceedings{CTT100926977,
  author = {SLAVAKIS KONSTANTINOS},
  title = {New Nonparametric Bellman mappings for reinforcement learning},
  booktitle = {},
  year = 2024,
}

@inproceedings{CTT100917055,
  author = {Duc Thien Nguyen and Konstantinos Slavakis},
  title = {Multilinear kernel regression and imputation via manifold learning: The dynamic MRI case},
  booktitle = {},
  year = 2024,
}

@inproceedings{CTT100917052,
  author = {Yuki Akiyama and Konstantinos Slavakis},
  title = {Proximal Bellman mappings for reinforcement learning and their application to robust adaptive filtering},
  booktitle = {},
  year = 2024,
}

@inproceedings{CTT100917056,
  author = {Yuki Akiyama and Konstantinos Slavakis},
  title = {Proximal Bellman mappings for robust adaptive filtering},
  booktitle = {},
  year = 2023,
}

@inproceedings{CTT100917059,
  author = {Duc Thien Nguyen and Konstantinos Slavakis},
  title = {Multi-linear kernel regression and imputation in data manifolds},
  booktitle = {},
  year = 2023,
}

@inproceedings{CTT100917057,
  author = {Yuki Akiyama and Konstantinos Slavakis},
  title = {Distributed reinforcement learning via proximal Bellman mappings},
  booktitle = {},
  year = 2023,
}

@inproceedings{CTT100892723,
  author = {Ye Chen and Kyohei Okubo and Konstantinos Slavakis and Yoshitaka Kitamoto},
  title = {A machine-learning-based analysis method of AC magnetization spectra for estimating cluster distribution of magnetic nanoparticles},
  booktitle = {},
  year = 2023,
}

@inproceedings{CTT100885816,
  author = {M. Vu and Y. Akiyama and K. Slavakis},
  title = {Dynamic selection of p-norm in linear adaptive filtering via online kernel-based reinforcement learning},
  booktitle = {},
  year = 2023,
}

@inproceedings{CTT100885814,
  author = {M. Vu and Y. Akiyama and K. Slavakis},
  title = {Least-mean p-norm adaptive filtering via reinforcement learning},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100885815,
  author = {Y. Akiyama and M. Vu and K. Slavakis},
  title = {Online lightweight reinforcement learning against outliers in linear adaptive filtering},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100901750,
  author = {Ye Chen and Konstantinos Slavakis and Yoshitaka Kitamoto},
  title = {A Machine Learning Based Analysis Method of AC Magnetization Spectra of Magnetic Nanoparticles and Its Application to Magnetic Biosensing},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100878188,
  author = {K. Slavakis},
  title = {Learning from data in manifolds: Methods, applications, and recent developments},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100878184,
  author = {C. Ye and K. Slavakis and J. Nakuci and S. F. Muldoon and J. Medaglia},
  title = {Online classification of dynamic multilayer-network time series in Riemannian manifolds},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100878185,
  author = {K. Slavakis and M. Yukawa},
  title = {Outlier-robust kernel hierarchical-optimization RLS on a budget with affine constraints},
  booktitle = {},
  year = 2021,
}

@misc{CTT100892724,
  author = {Thien Nguyen Duc and Konstantinos Slavakis},
  title = {Multi-linear kernel regression and imputation in data manifolds},
  year = 2023,
}