Abstract: As the Gaussian distribution is the most widely used distribution, all its major aspects are extensively discussed in this chapter. We then highlight that the Gaussian distribution is also ...

The unique property of the reverse process could recover super clean signals. However, the distribution of real-world noises does not comply with single Gaussian distribution and is even unknown. The ...

This repository contains python code (training / predicting / evaluating / plotting) for Sparse Spectrum Gaussian Process Regression ... option to return num_samples samples drawn from the posterior ...

However, the distribution of poses for a noisy two-wheeled ... We demonstrate with numerical examples dramatic improvements in the estimated pose of three robots moving in formation when compared to ...