712a67567ec10c52c2b966224cf94d1e-Supplemental.pdf

This section presents a more detailed description and results from our three sets of experiments: groundtruthrecovery,syntheticdata,andrealistictimeseries. Instead of making full use of the data, we consider only the first 100 points as training data, followed by testing with the subsequent 30 points. The likelihood surfaces adjacent to any of the dashed lines are mirror images of each other. The corresponding joint posterior distribution of the 22 hyperparameters are displayedinFig.5.