1 citations · 1 across the 1 of their papers we have counts for
3 papers
eess.SY2020★ 1 cited
Online Learning of Parameterized Uncertain Dynamical Environments with Finite-sample Guarantees
Dan Li, Dariush Fooladivanda, Sonia Martinez
We present a novel online learning algorithm for a class of unknown and uncertain dynamical environments that are fully observable. First, we obtain a novel probabilistic character…
math.DS2020
High-Confidence Attack Detection via Wasserstein-Metric Computations
Dan Li, Sonia Martínez
This paper considers a sensor attack and fault detection problem for linear cyber-physical systems, which are subject to system noise that can obey an unknown light-tailed distribu…
math.OC2019
Data assimilation and online optimization with performance guarantees
Dan Li, Sonia Martinez
This paper considers a class of real-time stochastic optimization problems dependent on an unknown probability distribution. In the considered scenario, data is streaming frequentl…