This paper addresses the behavior of the Lovász number for dense random circulant graphs. The Lovász number is a well-known semidefinite programming upper bound on the independence number. Circulant ...

Abstract: A new algebraic approach to approximation of correlation matrices of discrete signals based on a special family of square matrices with sparse circulant alternation of elements is developed.

Eeny, meeny, miny, mo, catch a tiger by the toe – so the rhyme goes. But even children know that counting-out rhymes like this are no help at making a truly random choice. Perhaps you remember when ...

As Transformer models continue to grow in size and complexity, numerous high-fidelity pruning methods have been proposed to mitigate the increasing parameter count. However, transforming these ...

An R package for implementing Regularized or Sparse Random Feature Models integrating with Time Delay Embedding Theorem, within both Frequentist and Bayesian ...

The Matrix collection depicts a complex science fiction story incorporating many philosophical elements. Written and directed by the Wachowskis and produced by Joel Silver.