Paris V. Giampouras

26 papers B 1Misc 2Journal 15Unranked 8

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Online rank-revealing block-term tensor decomposition. Signal Process. Athanasios A. Rontogiannis, Eleftherios Kofidis, Paris V. Giampouras
2023	J	`jnl`	The Ideal Continual Learner: An Agent That Never Forgets. CoRR Liangzu Peng, Paris V. Giampouras, René Vidal
2022	—	`conf`	A Projected Newton-type Algorithm for Rank - revealing Nonnegative Block - Term Tensor Decomposition. EUSIPCO Eleftherios Kofidis, Paris V. Giampouras, Athanasios A. Rontogiannis
2022	J	`jnl`	Block-Term Tensor Decomposition Model Selection and Computation: The Bayesian Way. IEEE Trans. Signal Process. Paris V. Giampouras, Athanasios A. Rontogiannis, Eleftherios Kofidis
2022	J	`jnl`	Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension. CoRR Paris V. Giampouras, Benjamin D. Haeffele, René Vidal
2021	—	`conf`	A Bayesian Approach to Block-Term Tensor Decomposition Model Selection and Computation. EUSIPCO Paris V. Giampouras, Athanasios A. Rontogiannis, Eleftherios Kofidis
2021	J	`jnl`	A Bayesian Approach to Block-Term Tensor Decomposition Model Selection and Computation. CoRR Paris V. Giampouras, Athanasios A. Rontogiannis, Eleftherios Kofidis
2021	J	`jnl`	Block-Term Tensor Decomposition: Model Selection and Computation. IEEE J. Sel. Top. Signal Process. Athanasios A. Rontogiannis, Eleftherios Kofidis, Paris V. Giampouras
2021	—	`conf`	Online Rank-Revealing Block-Term Tensor Decomposition. ACSCC Athanasios A. Rontogiannis, Eleftherios Kofidis, Paris V. Giampouras
2021	J	`jnl`	Online Rank-Revealing Block-Term Tensor Decomposition. CoRR Athanasios A. Rontogiannis, Eleftherios Kofidis, Paris V. Giampouras
2021	Misc	`conf`	Rank-Revealing Block-Term Decomposition for Tensor Completion. ICASSP Athanasios A. Rontogiannis, Paris V. Giampouras, Eleftherios Kofidis
2020	—	`conf`	Block-Term Tensor Decomposition: Model Selection and Computation. EUSIPCO Athanasios A. Rontogiannis, Eleftherios Kofidis, Paris V. Giampouras
2020	J	`jnl`	Block-Term Tensor Decomposition: Model Selection and Computation. CoRR Athanasios A. Rontogiannis, Eleftherios Kofidis, Paris V. Giampouras
2020	J	`jnl`	Online Reweighted Least Squares Robust PCA. IEEE Signal Process. Lett. Athanasios A. Rontogiannis, Paris V. Giampouras, Konstantinos D. Koutroumbas
2019	Misc	`conf`	A Projected Newton-type Algorithm for Nonnegative Matrix Factorization with Model Order Selection. ICASSP Paris V. Giampouras, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas
2019	J	`jnl`	Alternating Iteratively Reweighted Least Squares Minimization for Low-Rank Matrix Factorization. IEEE Trans. Signal Process. Paris V. Giampouras, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas
2018	J	`jnl`	A Computationally Efficient Tensor Completion Algorithm. IEEE Signal Process. Lett. Ioannis C. Tsaknakis, Paris V. Giampouras, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas
2018	B	`conf`	Robust PCA via Alternating Iteratively Reweighted Low-Rank Matrix Factorization. ICIP Paris V. Giampouras, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas
2017	J	`jnl`	Alternating Iteratively Reweighted Minimization Algorithms for Low-Rank Matrix Factorization. CoRR Paris V. Giampouras, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas
2017	J	`jnl`	Low-rank and Sparse NMF for Joint Endmembers' Number Estimation and Blind Unmixing of Hyperspectral Images. CoRR Paris V. Giampouras, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas
2017	—	`conf`	Low-rank and sparse NMF for joint endmembers' number estimation and blind unmixing of hyperspectral images. EUSIPCO Paris V. Giampouras, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas
2017	J	`jnl`	Online sparse and low-rank subspace learning from incomplete data: A Bayesian view. Signal Process. Paris V. Giampouras, Athanasios A. Rontogiannis, Konstantinos E. Themelis, Konstantinos D. Koutroumbas
2016	—	`conf`	Online low-rank subspace learning from incomplete data using rank revealing ℓ2/ℓ1 regularization. SSP Paris V. Giampouras, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas
2016	J	`jnl`	Simultaneously Sparse and Low-Rank Abundance Matrix Estimation for Hyperspectral Image Unmixing. IEEE Trans. Geosci. Remote. Sens. Paris V. Giampouras, Konstantinos E. Themelis, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas
2015	—	`conf`	Hyperspectral image unmixing via simultaneously sparse and low rank abundance matrix estimation. WHISPERS Paris V. Giampouras, Konstantinos E. Themelis, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas
2014	—	`conf`	A variational Bayes algorithm for joint-sparse abundance estimation. WHISPERS Paris V. Giampouras, Konstantinos E. Themelis, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas