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Addressing Bias and Fairness in AI Regulation

Regulation of AI

Introduction The regulation of artificial intelligence (AI) refers to the establishment and enforcement of rules, guidelines, and policies that govern the development, deployment, and use of AI technologies. As AI… 

Pseudonymisation

Pseudonymisation

Introduction Pseudonymisation is a data protection technique that involves replacing or encrypting personally identifiable information (PII) with pseudonyms or artificial identifiers. This process aims to enhance privacy and security by… 

Regression

Regression

Introduction Regression is a statistical analysis technique used to model the relationship between a dependent variable and one or more independent variables. It aims to understand and predict the value… 

Reinforcement Learning

Reinforcement Learning

Introduction Reinforcement learning is a subfield of machine learning that focuses on training an agent to make sequential decisions in an environment. It is inspired by the way humans and… 

Self-Supervised Machine Learning

Self-Supervised Machine Learning

Introduction Self-supervised machine learning is a subfield of artificial intelligence that focuses on training models without the need for explicit human-labeled data. Instead, it leverages the vast amounts of unlabeled…