Hyperspectral Super-Resolution: A Coupled Tensor Factorization Approach von Kanatsoulis, Charilaos I., Xiao Fu, Sidiropoulos, Nicholas D., Wing-Kin Ma

Volltext

Generalized Canonical Correlation Analysis: A Subspace Intersection Approach von Sorensen, Mikael, Kanatsoulis, Charilaos I., Sidiropoulos, Nicholas D.

Volltext

Tensor Completion From Regular Sub-Nyquist Samples von Kanatsoulis, Charilaos I., Fu, Xiao, Sidiropoulos, Nicholas D., Akcakaya, Mehmet

Volltext

Structured SUMCOR Multiview Canonical Correlation Analysis for Large-Scale Data von Kanatsoulis, Charilaos I., Xiao Fu, Sidiropoulos, Nicholas D., Mingyi Hong

Volltext

Prema: Principled Tensor Data Recovery From Multiple Aggregated Views von Almutairi, Faisal M., Kanatsoulis, Charilaos I., Sidiropoulos, Nicholas D.

Volltext

Tendi: Tensor Disaggregation from Multiple Coarse Views von Almutairi, Faisal M., Kanatsoulis, Charilaos I., Sidiropoulos, Nicholas D.

Volltext

Representation Power of Graph Neural Networks: Improved Expressivity via Algebraic Analysis von Kanatsoulis, Charilaos I, Ribeiro, Alejandro

Volltext bestellen

T-GAE: Transferable Graph Autoencoder for Network Alignment von He, Jiashu, Kanatsoulis, Charilaos I, Ribeiro, Alejandro

Volltext bestellen

Solving Large-scale Spatial Problems with Convolutional Neural Networks von Owerko, Damian, Kanatsoulis, Charilaos I, Ribeiro, Alejandro

Volltext bestellen

Space-Time Graph Neural Networks von Hadou, Samar, Kanatsoulis, Charilaos I, Ribeiro, Alejandro

Volltext bestellen

Generalizability of Graph Neural Networks for Decentralized Unlabeled Motion Planning von Muthusamy, Shreyas, Owerko, Damian, Kanatsoulis, Charilaos I, Agarwal, Saurav, Ribeiro, Alejandro

Volltext bestellen

Representation Power of Graph Neural Networks: Improved Expressivity via Algebraic Analysis von Kanatsoulis, Charilaos I, Ribeiro, Alejandro

Volltext

T-GAE: Transferable Graph Autoencoder for Network Alignment von He, Jiashu, Kanatsoulis, Charilaos I, Ribeiro, Alejandro

Volltext

GAGE: Geometry Preserving Attributed Graph Embeddings von Kanatsoulis, Charilaos I, Sidiropoulos, Nicholas D

Volltext bestellen

TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for COVID-19 drug repurposing von Kanatsoulis, Charilaos I, Sidiropoulos, Nicholas D

Volltext bestellen

Multi-Target Tracking with Transferable Convolutional Neural Networks von Owerko, Damian, Kanatsoulis, Charilaos I, Bondarchuk, Jennifer, Bucci, Donald J, Ribeiro, Alejandro

Volltext

Transferability of Convolutional Neural Networks in Stationary Learning Tasks von Owerko, Damian, Kanatsoulis, Charilaos I, Bondarchuk, Jennifer, BucciJr, Donald J, Ribeiro, Alejandro

Volltext bestellen

Solving Large-scale Spatial Problems with Convolutional Neural Networks von Owerko, Damian, Kanatsoulis, Charilaos I, Ribeiro, Alejandro

Volltext

Generalized Canonical Correlation Analysis: A Subspace Intersection Approach von Sørensen, Mikael, Kanatsoulis, Charilaos I, Sidiropoulos, Nicholas D

Volltext

GAGE: Geometry Preserving Attributed Graph Embeddings von Kanatsoulis, Charilaos I, Sidiropoulos, Nicholas D

Volltext