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