Brief Description of Course Content Introduces the fundamentals of linear algebra in the context of computer science applications. Includes vector spaces, matrices, linear systems, and eigenvalues.

Prolate Spheroidal Wave Functions (PSWFs): Special functions optimised for representing band‐limited signals, providing an orthogonal basis with excellent time–frequency localisation.

Roughly, we will cover the following topics (some of them may be skipped depending on the time available). Linear Programming: Basics, Simplex Algorithm, and Duality. Applications of Linear ...

Such functions are called linear, for reasons that I'll explain soon enough (well, we generally want another condition for linear functions involving scalar multiples of the variable, but I'll ...

Asymptotic Distribution of Linear Combinations of Functions of Order Statistics with Applications to Estimation Herman Chernoff, Joseph L. Gastwirth and M. V. Johns, Jr. The Annals of Mathematical ...

Information bounds are obtained for a generalization of the Cox model that replaces the linear prognostic index by a partly linear form: that is a proportional hazards model with a relative risk ...