195 citations · 643 across the 17 of their papers we have counts for
5 papers · 1 filter
Structured Covariance Matrix Estimation with Missing-Data for Radar Applications via Expectation-Maximization
Augusto Aubry, Antonio De Maio, Stefano Marano +1
Structured covariance matrix estimation in the presence of missing data is addressed in this paper with emphasis on radar signal processing applications. After a motivation of the…
Quickest Detection and Forecast of Pandemic Outbreaks: Analysis of COVID-19 Waves
Giovanni Soldi, Nicola Forti, Domenico Gaglione +5
The COVID-19 pandemic has, worldwide and up to December 2020, caused over 1.7 million deaths, and put the world's most advanced healthcare systems under heavy stress. In many count…
Decision-Making Algorithms for Learning and Adaptation with Application to COVID-19 Data
Stefano Marano, Ali H. Sayed
This work focuses on the development of a new family of decision-making algorithms for adaptation and learning, which are specifically tailored to decision problems and are constru…
Quickest Detection of COVID-19 Pandemic Onset
Paolo Braca, Domenico Gaglione, Stefano Marano +3
This paper develops an easily-implementable version of Page's CUSUM quickest-detection test, designed to work in certain composite hypothesis scenarios with time-varying data stati…
Decision Learning and Adaptation over Multi-Task Networks
Stefano Marano, Ali H. Sayed
This paper studies the operation of multi-agent networks engaged in multi-task decision problems under the paradigm of simultaneous learning and adaptation. Two scenarios are consi…