Abstract: Semi-supervised symmetric non-negative matrix factorization (SNMF) utilizes the available supervisory information (usually in the form of pairwise constraints) to improve the clustering ...

Discovering faster algorithms for matrix multiplication remains a key pursuit in computer science and numerical linear algebra. Since the pioneering contributions of Strassen and Winograd in the late ...

Recently, in order to find the principal moments of inertia of a large number of rigid bodies, it was necessary to compute the eigenvalues of many real, symmetric 3 × 3 matrices. The available ...

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Abstract: A generalization of swap matrix, called a permutation matrix, is introduced in this paper. Based on permutation matrices, we further investigate the matrix expressions of symmetric games and ...

Presenting an algorithm that solves linear systems with sparse coefficient matrices asymptotically faster than matrix multiplication for any ω > 2. Our algorithm can be viewed as an efficient, ...

Previous studies have demonstrated that adversarial examples are not random perturbations of the input space; rather, they contain dataset-specific information that reveals class decision boundaries ...

I would naively assume that the redundancy matrix should be symmetric since pairwise mutual information (MI) is invariant against permutation, i.e. MI(A, B) = MI(B, A) if A, B are two independent ...

Showcase the world of crunching numbers with our animated linear math icons Explore a variety of designs covering key math concepts, algebraic equations, and trigonometry properties that make math one ...

Radial symmetry occurs around a central axis, so there are multiple lines of symmetry. A bicycle wheel is a great example! It is seen in animals and plants, particularly in flowers. You can also ...