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cs.LG2026
Graph2TS: Structure-Controlled Time Series Generation via Quantile-Graph VAEs
Shaoshuai Du, Joze M. Rozanec, Andy Pimentel +1
Although recent generative models can produce time series with close marginal distributions, they often face a fundamental tension between preserving global temporal structure and…
cs.LG2026
Tide: A Customisable Dataset Generator for Anti-Money Laundering Research
Montijn van den Beukel, Jože Martin Rožanec, Ana-Lucia Varbanescu
The lack of accessible transactional data significantly hinders machine learning research for Anti-Money Laundering (AML). Privacy and legal concerns prevent the sharing of real fi…