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...
| 出版年: | Artificial intelligence. 106, 2 (1998). |
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| 第一著者: | |
| フォーマット: | 論文 |
| 言語: | English |
| 主題: |