aliases:
tags:
- Type/Tech
- area/tech
- proto
publish: true
version: 1
dateCreated: 2023-03-17, 18:25
dateModified: 2024-07-10, 08:00
from:
- "[[Artificial Intelligence|AI]]"
related:
- "[[Programming]]"
contra:
to:
Machine Learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can effectively generalize and thus perform tasks without explicit instructions. Recently, generative artificial neural networks have been able to surpass many previous approaches in performance. While machine learning algorithms have shown remarkable performances on various tasks, they are susceptible to inheriting and amplifying biases present in their training data. This can manifest in skewed representations or unfair treatment of different demographics, such as those based on race, gender, language, and cultural groups. | |
---|---|
wikipedia:: Machine learning |