Quote:
Originally Posted by yaser
Let me quickly answer the first question. The target, whether function or distribution, is the dependency of  on  . That is what we are trying to learn. If that dependency is deterministic, i.e., uniquely determines , we have a target function. If that dependency is not deterministic and we have different 's that may occur when occurs, we have a target distribution  . The fact that it depends on is inherent, as a different would result in a different distribution of 's. |
Thank you for your intelligible answer. And what about the second and the third one?