Worst-case analysis of the perception and exponentiated update algorithms.
The absolute loss is the absolute difference between the desired and predicted outcome. This paper demonstrates worst-case upper bounds on the absolute loss for the Perception learning algorithm and the Exponentiated Update learning algorithm, which is related to the Weighted Majority algorithm. The...
| 發表在: | Artificial intelligence. 106, 2 (1998). |
|---|---|
| 主要作者: | |
| 格式: | Article |
| 語言: | English |
| 主題: |