Glossary index

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Artificial intelligence

Non-Linear Function Approximation

Non-linear function approximation is a crucial method in the field of machine learning, used to model and estimate value functions or policies using non-linear models. Unlike linear methods, which…

Artificial intelligence

Non-Linear Image Processing

Non-linear image processing refers to a set of techniques that apply operations that do not follow a linear relationship between input and output. Unlike linear processing, where the output is…

Artificial intelligence

Non-linearity

Non-linearity is a fundamental property in the realm of mathematical functions and, particularly, in the context of neural networks. It refers to the inability of a function to satisfy the principle…

Artificial intelligence

Non-maleficence

Non-maleficence is a fundamental ethical principle that establishes that one should not cause harm to others. This concept originates in medical ethics, where it is considered essential for medical…

Artificial intelligence

Non-maximum Suppression

Non-maximum suppression is a fundamental algorithm in image processing, particularly in edge detection. Its primary goal is to eliminate redundant and overlapping bounding boxes that may arise during…

Artificial intelligence

Non-parametric Generative Model

A non-parametric generative model is an approach in the field of machine learning and statistics that does not assume a fixed number of parameters to describe the data distribution. Unlike parametric…

Artificial intelligence

Non-partisan AI

Non-partisan AI refers to artificial intelligence systems designed to operate without political biases, promoting fairness and justice in their decisions and recommendations. This approach seeks to…

Artificial intelligence

Non-profit AI

Non-Profit AI refers to artificial intelligence initiatives that prioritize social good over profit, raising unique ethical considerations. This approach seeks to develop technologies that benefit…

Artificial intelligence

Non-rigid Registration

Non-rigid registration is a fundamental process in image analysis within the field of computer vision. This method is used to align images of the same scene that have been captured at different times…

Artificial intelligence

Non-stationary

The term 'Non-Stationary' refers to processes where statistical properties change over time. In the context of Generative Adversarial Networks (GANs), this implies that the input data distribution…

Artificial intelligence

Non-Stationary Environment

A non-stationary environment in the context of reinforcement learning refers to a system where statistical properties change over time. This means that decisions and strategies that may have been…

Artificial intelligence

Non-Stationary Policy

A non-stationary policy in the context of reinforcement learning refers to a strategy that evolves and adapts over time, rather than remaining fixed. This means that the decisions made by an agent in…

Artificial intelligence

Non-technical Stakeholders

Non-Technical Stakeholders are individuals or groups affected by artificial intelligence (AI) but lacking a technical background. These stakeholders may include end-users, regulators, communities…

Artificial intelligence

Non-transparency

The 'lack of transparency' in the context of artificial intelligence (AI) refers to the lack of clarity in the processes and algorithms underlying the decisions made by these systems. This opacity…

Artificial intelligence

Non-violence

Non-Violence in AI ethics refers to the commitment to avoid harm and promote peaceful outcomes in AI applications. This principle is based on the premise that technology should be used for human…

Artificial intelligence

Nondeterministic

The term 'non-deterministic' refers to a process or system that can produce different outcomes under the same initial conditions. In mathematics and computer science, this concept is fundamental to…

Artificial intelligence

Nondiscrimination

The principle of 'Non-discrimination' in the context of artificial intelligence (AI) refers to the ethical obligation to treat all individuals equally, without allowing biases based on…

Artificial intelligence

Nonlinear Multimodal Analysis

Non-linear multimodal analysis involves techniques that analyze data from multiple modalities without assuming linear relationships. This approach focuses on integrating different types of data, such…

Artificial intelligence

Nonparametric Multimodal Models

Non-parametric multimodal models are statistical approaches that allow for the analysis of data from multiple modalities without assuming a specific parametric form for the distribution of that data…

Artificial intelligence

Normalized Gradient

Normalized gradient is a technique used in the training of machine learning models to ensure that the gradient does not explode or vanish during the optimization process. This technique is based on…

Artificial intelligence

Normalizing Flow

The normalizing flow is a generative model that transforms a simple distribution into a more complex one through a series of invertible transformations. This approach is based on the idea that it is…

Artificial intelligence

Normative Ethics

Normative Ethics is the study of ethical action that seeks to establish principles and norms that guide human behavior in various situations. It focuses on formulating theories that determine what is…

Artificial intelligence

Notification bot

A notification bot is a type of chatbot specifically designed to send alerts and notifications to users. These bots operate on various messaging platforms and applications, facilitating the automated…

Artificial intelligence

Novelty Detection

Novelty detection is a type of anomaly detection that focuses on identifying new or rare patterns in data. Unlike other methods that may focus on detecting deviations from a previously established…

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