2 papers
cs.LG2021
Recent Advances in Data-Driven Wireless Communication Using Gaussian Processes: A Comprehensive Survey
Kai Chen, Qinglei Kong, Yijue Dai +4
Data-driven paradigms are well-known and salient demands of future wireless communication. Empowered by big data and machine learning, next-generation data-driven communication sys…
cs.AI2020
Gaussian Processes with Skewed Laplace Spectral Mixture Kernels for Long-term Forecasting
Kai Chen, Twan van Laarhoven, Elena Marchiori
Long-term forecasting involves predicting a horizon that is far ahead of the last observation. It is a problem of high practical relevance, for instance for companies in order to d…