This course gives a thorough introduction to linear algebra with emphasis on vector spaces, linear maps, spectral theory, orthogonality and applications of this theory. MATLAB is used for ...

In this paper, a novel robust fault detection (FD) approach called parity space vector machine (PSVM) is proposed for linear discrete-time systems. Aiming to achieve a tradeoff between false alarm ...

Yet, less than a decade ago, Brown was struggling with linear algebra, earning a B- in the course. Today, he sits at the helm of one of AI’s fastest-growing research companies.

Accurately representing higher-order singularities of vector fields defined on piecewise linear surfaces is a non-trivial problem. In this work, we introduce a concise yet complete interpolation ...

The first non-toy device from Anki is a small and personable robot named Vector. With no smart home controls features at launch, he will mostly be a buddy.

Course 1: Linear Algebra for Machine Learning and Data Science After completing this course, learners will be able to: Represent data as vectors and matrices and identify their properties using ...

A linear relationship (or linear association) is a statistical term used to describe the directly proportional relationship between a variable and a constant.

SSM: Bayesian learning and inference for state space models Note: We're working full time on a JAX refactor of SSM that will take advantage of JIT compilation, GPU and TPU support, automatic ...

The Theory Of Matrices Vol 1 by F. R. Gantmacher Publication date 1959 Topics matrices, linear algebra, algorithms, calculations, applications, transformations, vector spaces, linear operators, ...