Denis Ullmann

According to our database, Denis Ullmann authored at least 6 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Information-theoretic frameworks for Machine Learning on Solar Data.

Denis Ullmann

PhD thesis, 2024

2023

Multivariate Time Series Information Bottleneck.

Denis Ullmann, Olga Taran, Slava Voloshynovskiy

Entropy, 2023

2021

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

2020

Information Bottleneck Classification in Extremely Distributed Systems.

Denis Ullmann, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Brandon Panos, Slava Voloshynovskiy

Entropy, 2020

Distributed Semi-Private Image Classification Based on Information-Bottleneck Principle.

Shideh Rezaeifar, Maurits Diephuis, Behrooz Razeghi, Denis Ullmann, Olga Taran, Slava Voloshynovskiy

Proceedings of the 28th European Signal Processing Conference, 2020

2018

DCT-Tensor-Net for Solar Flares Detection on IRIS Data.

Denis Ullmann, Slava Voloshynovskiy, Lucia Kleint, Sam Krucker, Martin Melchior, Cédric Huwyler, Brandon Panos

Proceedings of the 7th European Workshop on Visual Information Processing, 2018