Publications
- G. Lourakis, A. P. Liavas "Nesterov-based Alternating Optimization for Nonnegative Tensor Completion: Algorithm and Parallel Implementation," IEEE 19th International Workshop on Signal Processing Αdvances in Wireless Communications (SPAWC), Kalamata, June 2018
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- P. A. Karakasis and A. P. Liavas "Alternating Optimization for Tensor Factorization with Orthogonality Constraints: Algorithm and Parallel Implementation,"16th International Conference on High Performance Computing & Simulation (HPCS), Orleans, July 2018
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- P. A. Karakasis, A. P. Liavas, N.D. Sidiropoulos, P. G. Simos and E. Papadaki, "Multi-subject Task-related fMRI Data Analysis via Generalized Canonical Correlation Analysis," 42th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2020
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- P. A. Karakasis, A. P. Liavas, N.D. Sidiropoulos, P. G. Simos and E. Papadaki, "Multi-subject Resting-State fMRI Data Analysis via Generalized Canonical Correlation Analysis," 28th European Signal Processing Conference (EUSIPCO), Amsterdam, January 2021
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- I. Siaminou and A. P. Liavas, “An accelerated stochastic gradient for canonical polyadic decomposition,” 29th European Signal Processing Conference (EUSIPCO), Dublin, August 2021
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- I. Siaminou, I. M. Papagiannakos, C. Kolomvakis, and A. P. Liavas, “Accelerated stochastic gradient for nonnegative tensor completion and parallel implementation,” 29th European Signal Processing Conference (EUSIPCO), Dublin, August 2021
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- P. A. Karakasis, C. Kolomvakis, G. Lourakis, G. Lykoudis, I. M. Papagiannakos, I. Siaminou, C. Tsalidis, and A. P. Liavas, “Partensor,” Tensors for Data Processing:Theory, Methods, and Applications, pp. 66–90, October 2021
- E. Kosteletou, P. G. Simos, E. Kavroulakis, D. Antypa, T. G. Maris, A. P. Liavas, P. A. Karakasis, E. Papadaki, “Improving the Sensitivity of Task-Related Functional Magnetic Resonance Imaging Data Using Generalized Canonical Correlation Analysis,” Frontiers in Human Neuroscience, December 2021
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Videos
Videos related to the Partensor toolbox are available here.
