Taiga Kawamura

Element Selection with Wide Class of Optimization Criteria Using Non-Convex Sparse Optimization

Element selection techniques for high-dimensional features have various applications in machine learning. In general, the problem of element selection is typically solved by greedy methods or convex relaxation methods. However, these algorithms are applicable to only a specific class of optimization…