David Hilbert
(5 articles)
Fourier Analysis
Mathematical method for decomposing functions or signals into their constituent frequencies.
Generality: 816
Linear Algebra
Branch of mathematics focusing on vector spaces and linear mappings between these spaces, which is essential for many machine learning algorithms.
Generality: 950
Tensor
Multi-dimensional array used in mathematics and computer science, serving as a fundamental data structure in neural networks for representing data and parameters.
Generality: 920
Deterministic
System or process is one that, given a particular initial state, will always produce the same output or result, with no randomness or unpredictability involved.
Generality: 775
Matrix Models
Mathematical frameworks that use matrices with parameters to represent and solve complex problems, often in ML, statistics, and systems theory.
Generality: 728