DCT-Tensor-Net for Solar Flares Detection on IRIS Data. - Denis Ullmann; Slava Voloshynovskiy; Lucia Kleint; Sam Krucker; Martin Melchior; Cédric Huwyler; Brandon Panos (EUVIP, 2018)

Distributed Semi-Private Image Classification Based on Information-Bottleneck Principle. - Shideh Rezaeifar; Maurits Diephuis; Behrooz Razeghi; Denis Ullmann; Olga Taran; Slava Voloshynovskiy (EUSIPCO, 2020)

Information Bottleneck Classification in Extremely Distributed Systems. - Denis Ullmann; Shideh Rezaeifar; Olga Taran; Taras Holotyak; Brandon Panos; Slava Voloshynovskiy (Entropy, 2020)

Solar activity classification based on Mg II spectra: Towards classification on compressed data. - S. Ivanov; Maksym Tsizh; Denis Ullmann; Brandon Panos; Sviatoslav Voloshynovskiy (Astron. Comput., 2021)

Multivariate Time Series Information Bottleneck. - Denis Ullmann; Olga Taran; Slava Voloshynovskiy (Entropy, 2023)

Information-theoretic frameworks for Machine Learning on Solar Data. - Denis Ullmann (2024)