Browsing ODA Open Digital Archive by Author "Gjersdal, Marit"

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Modern AI versus century-old mathematical models: How far can we go with generative adversarial networks to reproduce stochastic processes?

Rego Lencastre e Silva, Pedro; Gjersdal, Marit; Gorjão, Leonardo Rydin; Yazidi, Anis; Lind, Pedro (Peer reviewed; Journal article, 2023)

The usage of generative adversarial networks (GAN)s for synthetic time-series data generation has been gaining popularity in recent years with applications from finance to music composition and processing of textual ...