Publications

CHEM: Estimating and Understanding Hallucinations in Deep Learning for Image Processing Journal Articles

Li JianfeiRosellon-Inclan InesKutyniok GittaStarck Jean-Luc

Federated Learning for Remote Sensing Image Classification Using Sparse Image Representations Journal Articles

Kopidaki ChristinaTsagkatakis Gregory

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, VOL. 22, 2025

Unsupervised Change Detection on Multi-Temporal Satellite Images Using Tensor Decomposition Learning In Proceedings

Aidini AnastasiaTsagkatakis Gregory

Soil Moisture Retrival Using in Sity and Data Simulation Regularized Deep Learning Models In Proceedings

Tsagkatakis GregoryMoghaddam Matha

IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) 2024

Uncertainty Quantification in Machine Learning Based Retrieval of Soil Moisture from GNSS-R Observations In Proceedings

Tsagkatakis GregoryMoghaddam Mathaal et

IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

Leveraging Sparse Input and Sparse Models: Efficient Distributed Learning in Resource-Constrained Environment In Proceedings

Kariotakis EmmanouilTsagkatakis GregoryKyrillidis Anastasios

First Conference on Parsimony and Learning (CPAL 2024)