Charilaos Kanatsoulis
Charilaos Kanatsoulis
Ph.D. Candidate, Electrical & Computer Engineering, University of Minnesota
Verified email at umn.edu - Homepage
Title
Cited by
Cited by
Year
Hyperspectral super-resolution: A coupled tensor factorization approach
CI Kanatsoulis, X Fu, ND Sidiropoulos, WK Ma
IEEE Transactions on Signal Processing 66 (24), 6503-6517, 2018
592018
Structured SUMCOR multiview canonical correlation analysis for large-scale data
CI Kanatsoulis, X Fu, ND Sidiropoulos, M Hong
IEEE Transactions on Signal Processing 67 (2), 306-319, 2018
172018
Hyperspectral super-resolution: Combining low rank tensor and matrix structure
CI Kanatsoulis, X Fu, ND Sidiropoulos, WK Ma
2018 25th IEEE International Conference on Image Processing (ICIP), 3318-3322, 2018
152018
Tensor completion from regular sub-Nyquist samples
CI Kanatsoulis, X Fu, ND Sidiropoulos, M Akçakaya
IEEE Transactions on Signal Processing 68, 1-16, 2019
132019
Hyperspectral super-resolution via coupled tensor factorization: Identifiability and algorithms
CI Kanatsoulis, X Fu, ND Sidiropoulos, WK Ma
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
122018
Regular sampling of tensor signals: Theory and application to fMRI
CI Kanatsoulis, ND Sidiropoulos, M Akçakaya, X Fu
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
92019
Tendi: Tensor Disaggregation from Multiple Coarse Views
FM Almutairi, CI Kanatsoulis, ND Sidiropoulos
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 867-880, 2020
22020
Generalized Canonical Correlation Analysis: A Subspace Intersection Approach
M Sørensen, CI Kanatsoulis, ND Sidiropoulos
arXiv preprint arXiv:2003.11205, 2020
22020
PREMA: Principled Tensor Data Recovery from Multiple Aggregated Views
FM Almutairi, CI Kanatsoulis, ND Sidiropoulos
arXiv preprint arXiv:1910.12001, 2019
22019
Large-scale Canonical Polyadic Decomposition via Regular Tensor Sampling
CI Kanatsoulis, ND Sidiropoulos
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
12019
Large-scale regularized sumcor GCCA via penalty-dual decomposition
CI Kanatsoulis, X Fu, ND Sidiropoulos, M Hong
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
12018
Max-min feasible point pursuit for non-convex QCQP
CI Kanatsoulis, ND Sidiropoulos
2015 49th Asilomar Conference on Signals, Systems and Computers, 401-405, 2015
12015
GAGE: Geometry Preserving Attributed Graph Embeddings
CI Kanatsoulis, ND Sidiropoulos
arXiv preprint arXiv:2011.01422, 2020
2020
TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for COVID-19 drug repurposing
CI Kanatsoulis, ND Sidiropoulos
arXiv preprint arXiv:2010.11367, 2020
2020
About the Cover: The graphic on the cover is a flow diagram of the method proposed in “Source Counting and Separation Based on Simplex Analysis” by Laufer-Goldshtein, Talmon …
R Hayakawa, K Hayashi, A Aubry, A De Maio, A Zappone, M Razaviyayn, ...
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