2 papers
cs.LG2025
Amortized Causal Discovery with Prior-Fitted Networks
Mateusz Sypniewski, Mateusz Olko, Mateusz Gajewski +1
In recent years, differentiable penalized likelihood methods have gained popularity, optimizing the causal structure by maximizing its likelihood with respect to the data. However,…
cs.CL2023
Deep Dive into the Language of International Relations: NLP-based Analysis of UNESCO's Summary Records
Joanna Wojciechowska, Mateusz Sypniewski, Maria Śmigielska +4
Cultural heritage is an arena of international relations that interests all states worldwide. The inscription process on the UNESCO World Heritage List and the UNESCO Representativ…