Keywords: expectation-maximization (EM), majorization-minimization (MM), alternating least squares (ALS), tensor networks, tensor train, logistic regression, Pólya-Gamma (PG) augmentation Citation: ...

Keywords: expectation-maximization (EM), majorization-minimization (MM), alternating least squares (ALS), tensor networks, tensor train, logistic regression, Pólya-Gamma (PG) augmentation Citation: ...

This paper presents that the majorization theory plays an essential role in a class of sensor scheduling problems, whose solutions all have periodic or uniformly distributed patterns. This paper ...

Step into 2024 with a new paper introducing Block Majorization Minimization method with Extrapolation (BMMe), a remarkably simple yet highly effective acceleration mechanism for block majorization ...

We briefly review the majorization–minimization (MM) principle and elaborate on the closely related notion of proximal distance algorithms, a gener ...

I am using the stress majorization layout but I am having issues with keeping nodes on a fixed position. Initially, I let the layout run to determine first positions. Later more nodes and links can ...

Majorization effect on some entropic functionals, such as von-Neumann, Shannon, atomic Wehrl and Rényi entropies are investigated of a V-type three-level atom, which interacts with a coherent field in ...

We introduce a notion of majorization flow, and demonstrate it to be a powerful tool for deriving simple and universal proofs of continuity bounds for entropic functions relevant in information theory ...