Showing math.OCShow all
2 papers · 1 filter
math.OC2018
Derivation and Extensions of the Linear Feedback Particle Filter based on Duality Formalisms
Jin W. Kim, Amirhossein Taghvaei, Prashant G. Mehta
This paper is concerned with a duality-based approach to derive the linear feedback particle filter (FPF). The FPF is a controlled interacting particle system where the control law…
math.OC2017
How regularization affects the critical points in linear networks
Amirhossein Taghvaei, Jin W. Kim, Prashant G. Mehta
This paper is concerned with the problem of representing and learning a linear transformation using a linear neural network. In recent years, there has been a growing interest in t…