Paul Bogdan

Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown Inputs

2018

This paper focuses on analysis and design of time-varying complex networks having fractional order dynamics. These systems are key in modeling the complex dynamical processes arising in several natural and man made systems. Notably, examples …

Minimum Number of Probes for Brain Dynamics Observability

2015 · arXiv (Cornell University)

In this paper, we address the problem of placing sensor probes in the brain such that the system dynamics' are generically observable. The system dynamics whose states can encode for instance the fire-rating of the …

Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System

2022 · 2022 IEEE International Symposium on Information Theory (ISIT)

Decentralized learning is an efficient emerging paradigm for boosting the computing capability of multiple bounded computing agents. In the big data era, performing inference within the distributed and federated learning (DL and FL) frameworks, the …