Why Machine Learning Works
To better understand why machine learning works, we cast learning problems as searches and characterize what makes searches successful. We prove that any search algorithm can only perform well on a narrow subset of problems, and show the effects of dependence on raising the probability of success fo...
| Main Author: | |
|---|---|
| Format: | Others |
| Published: |
Research Showcase @ CMU
2017
|
| Subjects: | |
| Online Access: | http://repository.cmu.edu/dissertations/1114 http://repository.cmu.edu/cgi/viewcontent.cgi?article=2153&context=dissertations |