Climate risk modelling, using a new parametrisation of multivariate generalised Pareto distribution

The Department of Probability and Statistics organised a workshop about the hot topic of Climate Risk in November, 2022. There were quite a few interesting

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A new artificial intelligence project at ELTE

Neural network – based approximation of Dirichlet-to-Neumann maps are shown, as part of our major project in machine learning.

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Lightweight diacritic restoration for V4 languages

Diacritics restoration became a ubiquitous task in the Latin-alphabet-based English-dominated Internet language environment. We showcase a small footprint 1D convolution-based solution, running in a web

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Estimation and simulation of fractional Ornstein-Uhlenbeck processes, using deep neural networks

There is now a great deal of interest in parameter estimation of Ornstein-Uhlenbeck processes in finance because of its modelling capability (see e.g. [1]). That

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Mathematics Expert in Data Analytics and Machine Learning

A new program has started for graduates at Eötvös Loránd University: This program is for those, who want to be among the winners of the

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Neural networks for boundary value problems

We report here a promising approach to use neural networks for the efficient numerical solution of boundary value problems. According to the theory of boundary

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In new ways in the field of medical image analysis supported by artificial intelligence

For more than a decade data mining, including machine learning has been an active topic of research and teaching at the Mathematical Institute at the

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COVID-19 task force of mathematical modelling and epidemiological analysis in Hungary

Research on mathematical modelling of infectious diseases has been carried out at the Bolyai Institute of the University of Szeged for already 12 years. Earlier

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Markovchart: an R package for cost-optimal patient monitoring and treatment using control charts

This post is a follow-up on our previous one from 2019: In that one we discussed Markov chain-based cost-optimal control charts briefly and gave an

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A new ECMI teaching node: Eötvös Loránd University, Budapest

    After two years of preparation, our new MSc program in Applied Mathematics starts this September, with approx. 10 students, mainly from the Hungarian

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