Research
 
 
 

News

Follow the latest developments

Latest publications

Our latest research results

  • "Multivariate Time Series Information Bottleneck", Entropy, 2023%, % [link|bib]
  • "Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility", IEEE Transactions on Information Forensics and Security (TIFS), 2023%, % [pdf|bib]
  • "Challenging interferometric imaging: Machine learning-based source localization from uv-plane observations", arXiv preprint arXiv:2305.03533, 2023%, % [pdf|bib]
  • "Authentication of Copy Detection Patterns under Machine Learning Attacks: A Supervised Approach", IEEE International Conference on Image Processing (ICIP), 2022. [pdf|bib]
  • "Decentralized distributed multi-institutional PET image segmentation using a federated deep learning framework", Clinical Nuclear Medicine, 2022%, % [pdf|bib]
  • "Compressed Data Sharing based on Information Bottleneck Model", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022. [pdf|bib]
  • "Privacy-Preserving Image Template Sharing Using Contrastive Learning", Entropy Journal special issue "Information-Theoretic Approach to Privacy and Security", 2022. [pdf|bib]