Identifying Super Spreaders in Multilayer Networks
Michał Czuba, Stolarski, Mateusz, Adam Piróg, Piotr Bielak, Piotr Bródka, Mateusz Stolarski
Frontiers in artificial intelligence and applications
Profil
Adiunkt
Piotr is a passionate programmer and machine learning enthusiast. He started his research in ML while working at Intel on reinforcement learning methods for large scale cluster schedulers. The work was then continued during his Bachelor thesis (RL-based Linux process scheduler). Later, during Masters studies, he explored the area of representation learning on graphs. His Master thesis “Incremental learning techniques for embedding of temporal graphs” won the first prize in the national competition for the “Best Master thesis in Computer Science”. Currently, he focuses on unsupervised representation learning methods for attributed graphs.
MsC in Computer Science (with honours)
Wroclaw University of Science and Technology
B.Eng. in Computer Science (with honours)
Wroclaw University of Science and Technology
Michał Czuba, Stolarski, Mateusz, Adam Piróg, Piotr Bielak, Piotr Bródka, Mateusz Stolarski
Frontiers in artificial intelligence and applications
Jacek J. Duszenko, Piotr Bielak
Cham : Springer Nature Switzerland AG, cop. 2025. s. 108-121.
Piotr Bielak, Tomasz Kajdanowicz
Cham : Springer, cop. 2024. s. 3-18.
Denis P. Janiak, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
Lecture notes in computer science
Albert K. Sawczyn, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
[Gyeongju : International Committee on Computational Linguistic, 2024]. s. 5768-5782.
Raporty Katedry Sztucznej Inteligencji. 2024, Ser. PRE; nr 2. VIII, 116 s.
Kamil Tagowski, Piotr Bielak, Jakub Binkowski, Tomasz Kajdanowicz
Lecture notes in computer science
Jakub Binkowski, Albert K Sawczyn, Denis P Janiak, Piotr Bielak, Tomasz Kajdanowicz
Lecture notes in computer science
Piotr Bielak, Jakub Binkowski, Albert K Sawczyn, Katsiaryna Viarenich, Daria Puchalska, Tomasz Kajdanowicz
Journal of Computational Science
Piotr Bielak, Tomasz Kajdanowicz, Nitesh Chawla
Knowledge-Based Systems
Piotr Bielak, Daria Puchalska, Tomasz Kajdanowicz
Cham : Springer, cop. 2022. s. 178-191.
Piotr Bielak, Tomasz Kajdanowicz, Nitesh Chawla
Information Sciences 2022 vol. 592, s. 82-96.
Piotr Bielak, Kamil Tagowski, Maciej Falkiewicz, Tomasz Kajdanowicz, Nitesh Chawla
Knowledge-Based Systems 2022 vol. 236, art. 107453, s. 1-19. [ Publikacja zarejestrowana jako preonline dn. 22.10.2021, rok zaliczenia 2021. Wersja ostateczna zarejestrowana 03.01.2022, rok zaliczenia 2022.]
Kamil Tagowski, Piotr Bielak, Tomasz Kajdanowicz
Cham : Springer, cop. 2021. s. 599-613.