Theory of Computation offers a rigorous mathematical framework that underpins our understanding of what can be computed and how efficiently these computations may be performed. It encompasses ...

Graph theory has long provided a robust mathematical framework for investigating networks, relations and connectivity in both abstract and applied settings. Recent advances have markedly refined our ...

Ashutosh Trivedi is an Associate Professor of computer science at the University of Colorado Boulder. His researchinterests lie at the intersection of computer science, control theory, and machine ...

This is a preview. Log in through your library . Abstract The computational complexity of solving an n × n system of linear equations depends on whether the computational model is (a) sequential or ...

This course gives an introduction to the mathematical foundations of computation. The course will look at Turing machines, universal computation, the Church-Turing thesis, the halting problem and ...

Proceedings of the National Academy of Sciences of the United States of America, Vol. 118, No. 21 (May 25, 2021), pp. 1-7 (7 pages) Spin glasses (SGs) are paradigmatic models for physical, computer ...

Unsupervised, model-free method preserves key data better than traditional statistical techniques for next generation cognitive ML for multi-modal data. These methods prove the utility of algorithmic ...