Scientists reduce the time for quantum learning tasks from 20 million years to 15 minutes

Learning how a physical system behaves usually means repeating measurements and using statistics to uncover patterns. That ...
IEEE

A Small Sample-Based Multiclass Change Detection Method Using Change Vector Analysis With Adaptive Weight Gaussian Mixture Model

Abstract: Addressing the challenge of multiclass change detection with a small sample size, a change vector analysis with an adaptive weight Gaussian mixture model (CVA-AWGMM) is proposed in this ...
IEEE

Finetuning the Sample Points in Gaussian Filters Via Neural Networks

Abstract: Gaussian filters with deterministic sample points, such as the Unscented Kalman Filter (UKF), Cubature Kalman Filter (CKF), Gauss– Hermite Quadrature Filter (GHQF), etc., have been widely ...