3 citations · 4 across the 8 of their papers we have counts for
8 papers
Embedding generalization within the learning dynamics: An approach based-on sample path large deviation theory
Getachew K. Befekadu
We consider a typical learning problem of point estimations for modeling of nonlinear functions or dynamical systems in which generalization, i.e., verifying a given learned model,…
Acceptable risks and related decision problems with multiple risk-averse agents
Getachew K. Befekadu, Eduardo L. Pasiliao
In this paper, we consider a risk-averse decision problem for controlled-diffusion processes, with dynamic risk measures, in which multiple risk-averse agents choose their decision…
On the dynamic consistency of hierarchical risk-averse decision problems
Getachew K. Befekadu, Eduardo L. Pasiliao
In this paper, we consider a risk-averse decision problem for controlled-diffusion processes, with dynamic risk measures, in which there are two risk-averse decision makers (i.e.,…
On the risk-sensitive escape control for diffusion processes pertaining to an expanding construction of distributed control systems
Getachew K. Befekadu, Panos J. Antsaklis
In this paper, we consider an expanding construction of a distributed control system, which is obtained by adding a new subsystem one after the other, until all subsystems, whe…
On the minimum exit rate for a diffusion process pertaining to a chain of distributed control systems with random perturbations
Getachew K. Befekadu, Panos J. Antsaklis
In this paper, we consider the problem of minimizing the exit rate with which a diffusion process pertaining to a chain of distributed control systems, with random perturbations, e…
Exit Probabilities for a Chain of Distributed Control Systems with Small Random Perturbations
Getachew K. Befekadu, Panos J. Antsaklis
In this paper, we consider a diffusion process pertaining to a chain of distributed control systems with small random perturbation. The distributed control system is formed by n su…