65 citations · 168 across the 18 of their papers we have counts for
3 papers · 1 filter
Distance-Aware Error for Spline Networks: A Bottom-Up Approach to Uncertainty
Masoud Ataei, Mohammad Javad Khojasteh, Vikas Dhiman
We develop a new class of distance-aware error bounds that tightly characterize the approximation error of spline neural networks. Our bottom-up approach analyzes the error bound o…
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…
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…