3 papers
eess.SP2024
Importance Sampling With Stochastic Particle Flow and Diffusion Optimization
Wenyu Zhang, Mohammad J. Khojasteh, Nikolay A. Atanasov +1
Particle flow (PFL) is an effective method for overcoming particle degeneracy, the main limitation of particle filtering. In PFL, particles are migrated towards regions of high lik…
eess.SP2024
Particle Flows for Source Localization in 3-D Using TDOA Measurements
Wenyu Zhang, Mohammad Javad Khojasteh, Florian Meyer
Localization using time-difference of arrival (TDOA) has myriad applications, e.g., in passive surveillance systems and marine mammal research. In this paper, we present a Bayesian…
cs.LG2024
ISR: Invertible Symbolic Regression
Tony Tohme, Mohammad Javad Khojasteh, Mohsen Sadr +2
We introduce an Invertible Symbolic Regression (ISR) method. It is a machine learning technique that generates analytical relationships between inputs and outputs of a given datase…