Search Results for author: Sergio Pequito

Found 4 papers, 2 papers with code

Robust Multivariate Detection and Estimation with Fault Frequency Content Information

no code implementations7 Oct 2023 Jingwei Dong, Kaikai Pan, Sergio Pequito, Peyman Mohajerin Esfahani

This paper studies the problem of fault detection and estimation (FDE) for LTI systems with a particular focus on frequency content information for the faults, possibly as a continuum range, and under both disturbances and stochastic noise.

Fault Detection

Learning Latent Fractional dynamics with Unknown Unknowns

1 code implementation2 Nov 2018 Gaurav Gupta, Sergio Pequito, Paul Bogdan

Despite significant effort in understanding complex systems (CS), we lack a theory for modeling, inference, analysis and efficient control of time-varying complex networks (TVCNs) in uncertain environments.

Approximate Submodular Functions and Performance Guarantees

no code implementations17 Jun 2018 Gaurav Gupta, Sergio Pequito, Paul Bogdan

Nonetheless, often we leverage the greedy algorithms used in submodular functions to determine a solution to the non-submodular functions.

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