We present an inexact subgradient projection type method for solving a nonsmooth Equilibrium Problem in a finite-dimensional space. The proposed algorithm has a low computational cost per iteration.

Abstract: It is well-known that the Capon beamformer is sensitive to array steering vector errors and may result into a worse performance than classical data-independent beamformers. This paper ...

Abstract: One-bit compressive sensing theory shows that the sparse signals can be almost exactly reconstructed from a small number of one-bit quantized linear measurements. This paper presents the ...

and is provided officially by the authors of the paper. All numerical examples presented in the paper are used this implementation. Permission is hereby granted, free of charge, to any person ...

The log-determinant optimization problem with general matrix constraints arises in many applications. The log-determinant term hampers the scalability of existing methods. This paper proposes a highly ...

This course is focused on learning to recognize, understand, analyze, and solve unconstrained and constrained convex optimization problems arising in engineering. The course shall focus on the ...