For questions that ask for or involve a taxonomy of AI/ML topics.
Questions tagged [taxonomy]
3 questions
9
votes
1 answer
What are the different approaches used in Machine Learning?
There seem to be so many sub-fields, so I'm interested in getting a better understanding of the approaches.
I'm looking for information on a single framework per answer, in order to allow for granularity without the overall answer getting too long.…
kakaz
- 271
- 1
- 6
3
votes
1 answer
Why there are only three machine learning paradigms: supervised, unsupervised, reinforcement?
I read in books, blogs, and articles that there are three learning paradigms: supervised, unsupervised, and reinforcement.
However, I have never found a proof that this list is exhaustive. Can it be proven that there cannot be other types of…
Vladislav Gladkikh
- 534
- 6
- 14
2
votes
1 answer
Is there a taxonomy of adversarial attacks?
I am a medical doctor working on methodological aspects of health-oriented ML. Reproducibility, replicability, generalisability are critical in this area. Among many questions, some are raised by adversarial attacks (AA).
My question is to be…
user2478159
- 23
- 4