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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.DB2024★ 1 cited
Benchmarking the Fidelity and Utility of Synthetic Relational Data
Valter Hudovernik, Martin Jurkovič, Erik Štrumbelj
Synthesizing relational data has started to receive more attention from researchers, practitioners, and industry. The task is more difficult than synthesizing a single table due to…