Search Results for author:
Found 5 papers, 3 papers with code
A Gaussian Process-based Streaming Algorithm for Prediction of Time Series With Regimes and Outliers
We introduce LINTEL, which uses the exact filtering distribution at time $t$ with constant-time updates, making the time complexity of the streaming algorithm optimal.
A Deep-NN Beamforming Approach for Dual Function Radar-Communication THz UAV
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, senses potential targets placed within an interested area on the ground.
Dynamic Online Ensembles of Basis Expansions
Practical Bayesian learning often requires (1) online inference, (2) dynamic models, and (3) ensembling over multiple different models.
Bayesian Reconstruction of Fourier Pairs
Our aim is to address the lack of a principled treatment of data acquired indistinctly in the temporal and frequency domains in a way that is robust to missing or noisy observations, and that at the same time models uncertainty effectively.
