3 papers
cs.LG2024
A Gaussian Process-based Streaming Algorithm for Prediction of Time Series With Regimes and Outliers
Daniel Waxman, Petar M. DjuriÄ
Online prediction of time series under regime switching is a widely studied problem in the literature, with many celebrated approaches. Using the non-parametric flexibility of Gaus…
eess.SP2024
A Deep-NN Beamforming Approach for Dual Function Radar-Communication THz UAV
Gianluca Fontanesi, Anna Guerra, Francesco Guidi +7
In this paper, we consider a scenario with one UAV equipped with a ULA, which sends combined information and sensing signals to communicate with multiple GBS and, at the same time,…
cs.LG2024
Dynamic Online Ensembles of Basis Expansions
Daniel Waxman, Petar M. DjuriÄ
Practical Bayesian learning often requires (1) online inference, (2) dynamic models, and (3) ensembling over multiple different models. Recent advances have shown how to use random…