Siemens Aktiengesellschaft

Johanna Bronner

Johannes Kehrer

Hiba Arnout

Thomas Runkler

An evaluation framework for a generated dataset of a data generation algorithm such as a generative adversarial network is provided. The generated dataset includes a plurality of iterations of multiple instances of generated time series of data points. The evaluation framework provides multiple views. A first view includes at least one distance measure. The at least one distance measure is between the multiple instances of the generated time series and multiple instances of a reference time series, as a function of the plurality of iterations.

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Munich, Germany

Johanna Bronner