Teunis J. Ott, Jason Swanson, Asymptotic Behavior of a Generalized TCP Congestion Avoidance Algorithm, Journal of Applied Probability, Vol. 44, No. 3 (Sep., 2007), pp ...

The expectation maximization (EM) algorithm is a popular, and often remarkably simple, method for maximum likelihood estimation in incomplete-data problems. One criticism of EM in practice is that ...

He is the author of the multi-volume work, the magnum opus, The Art of Computer Programming. He made several key contributions to the rigorous analysis of the computational complexity of algorithms.

Asymptotic analysis, on the other hand, offers a robust mathematical approach to simplify and approximate the behaviour of complex stochastic systems, particularly in parameter regimes where exact ...