69 citations · 73 across the 7 of their papers we have counts for
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cs.LG2025
Reducing normalizing flow complexity for MCMC preconditioning
David Nabergoj, Erik Štrumbelj
Preconditioning is a key component of MCMC algorithms that improves sampling efficiency by facilitating exploration of geometrically complex target distributions through an inverti…
cs.LG2024
Empirical evaluation of normalizing flows in Markov Chain Monte Carlo
David Nabergoj, Erik Štrumbelj
Recent advances in MCMC use normalizing flows to precondition target distributions and enable jumps to distant regions. However, there is currently no systematic comparison of diff…
cs.LG2021★ 1 cited
Predicting the Popularity of Games on Steam
Andraž De Luisa, Jan Hartman, David Nabergoj +5
The video game industry has seen rapid growth over the last decade. Thousands of video games are released and played by millions of people every year, creating a large community of…