2 papers
cs.LG2024
Can Machines Learn the True Probabilities?
Jinsook Kim
When there exists uncertainty, AI machines are designed to make decisions so as to reach the best expected outcomes. Expectations are based on true facts about the objective enviro…
cs.LG2024
A Theory of Machine Learning
Jinsook Kim, Jinho Kang
We critically review three major theories of machine learning and provide a new theory according to which machines learn a function when the machines successfully compute it. We sh…