CORDIS Project
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This project focuses on advancing probabilistic models used in various scientific fields, particularly in counting and sampling problems. By revisiting and analyzing traditional algorithms, it aims to develop new algorithmic approaches and tackle longstanding challenges in computational complexity.
Probabilistic models have been adopted in almost all scientific disciplines.
Many related computational problems arise, involving estimating the probability of certain events, or drawing samples from a desired distribution.
These problems, technically known as counting and sampling problems, are the main focus of the NACS project, with an emphasis on rigorous mathematical analysis.Markov chain Monte Carlo algorithms have been designed and applied for counting and sampling long before the computa…
THE UNIVERSITY OF EDINBURGH
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