Our understanding of Earth's paleogeography relies heavily on paleomagnetic apparent polar wander paths (APWPs), which represent the time-dependent position spin axis relative to a given block lithosphere. However, conventional approaches APWP construction have significant limitations. First, record contains substantial noise that is not integrated into APWPs. Second, parametric assumptions are...