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Vocab
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John Nash

(7 articles)
Graph Theory
1736

Graph Theory

Field of mathematics and computer science focusing on the properties of graphs, which are structures made up of vertices (or nodes) connected by edges.

Generality: 828

Tensor
1900

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

Objective Function
1947

Objective Function

Objective function used in ML which quantitatively defines the goal of an optimization problem by measuring the performance of a model or solution.

Generality: 858

Computational Complexity Theory
1971

Computational Complexity Theory

A branch of theoretical computer science that focuses on classifying computational problems based on their inherent difficulty and the resources required to solve them.

Generality: 500

Minimax
1980

Minimax

A decision-making strategy in game theory and AI that aims to minimize the possible losses in worst-case scenarios by maximizing the worst-case outcome.

Generality: 775

Matrix Models
1983

Matrix Models

Mathematical frameworks that use matrices with parameters to represent and solve complex problems, often in ML, statistics, and systems theory.

Generality: 728

Cooperativity
2016

Cooperativity

How multiple agents or components work together in a system to achieve better performance or solutions than they could individually.

Generality: 800