33 citations · 41 across the 7 of their papers we have counts for
8 papers
Optimal Immunization Policy Using Dynamic Programming
Atiye Alaeddini, Daniel Klein
Decisions in public health are almost always made in the context of uncertainty. Policy makers are responsible for making important decisions, faced with the daunting task of choos…
Augmented State Feedback for Improving Observability of Linear Systems with Nonlinear Measurements
Atiye Alaeddini, Kristi A. Morgansen, Mehran Mesbahi
This paper is concerned with the design of an augmented state feedback controller for finite-dimensional linear systems with nonlinear observation dynamics. Most of the theoretical…
Linear Model Regression on Time-series Data: Non-asymptotic Error Bounds and Applications
Atiye Alaeddini, Siavash Alemzadeh, Afshin Mesbahi +1
Data-driven methods for modeling dynamic systems have received considerable attention as they provide a mechanism for control synthesis directly from the observed time-series data.…
Application of a Second-order Stochastic Optimization Algorithm for Fitting Stochastic Epidemiological Models
Atiye Alaeddini, Daniel J. Klein
Epidemiological models have tremendous potential to forecast disease burden and quantify the impact of interventions. Detailed models are increasingly popular, however these models…
Adaptive Communication Networks with Privacy Guarantees
Atiye Alaeddini, Kristi Morgansen, Mehran Mesbahi
Utilizing the concept of observability, in conjunction with tools from graph theory and optimization, this paper develops an algorithm for network synthesis with privacy guarantees…
Parallel Simultaneous Perturbation Optimization
Atiye Alaeddini, Daniel J. Klein
Stochastic computer simulations enable users to gain new insights into complex physical systems. Optimization is a common problem in this context: users seek to find model inputs t…