15 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
5 papers
Uncertainty Estimation in Multi-Agent Distributed Learning for AI-Enabled Edge Devices
Gleb Radchenko, Victoria Andrea Fill
Initially considered as low-power units with limited autonomous processing, Edge IoT devices have seen a paradigm shift with the introduction of FPGAs and AI accelerators. This adv…
VacancySBERT: the approach for representation of titles and skills for semantic similarity search in the recruitment domain
Maiia Bocharova, Eugene Malakhov, Vitaliy Mezhuyev
The paper focuses on deep learning semantic search algorithms applied in the HR domain. The aim of the article is developing a novel approach to training a Siamese network to link…
Analysis of skin lesion images with deep learning
Josef Steppan, Sten Hanke
Skin cancer is the most common cancer worldwide, with melanoma being the deadliest form. Dermoscopy is a skin imaging modality that has shown an improvement in the diagnosis of ski…
Universal Renormalons in Principal Chiral Models
Falk Bruckmann, Matthias Puhr
Perturbative expansions in many physical systems yield 'only' asymptotic series which are not even Borel resummable. Interestingly, the corresponding ambiguities point to nonpertur…
Semantic-ontological combination of Business Rules and Business Processes in IT Service Management
Alexander Sellner, Christopher Schwarz, Erwin Zinser
IT Service Management deals with managing a broad range of items related to complex system environments. As there is both, a close connection to business interests and IT infrastru…