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On the Impact of Forgetting on Learning Machines (1993)
by
Rusins Freivalds
,
Efim Kinber
,
Carl H. Smith
| Venue: | Journal of the ACM |
| Citations: | 15 - 5 self |
BibTeX
@INPROCEEDINGS{Freivalds93onthe,
author = {Rusins Freivalds and Efim Kinber and Carl H. Smith},
title = {On the Impact of Forgetting on Learning Machines},
booktitle = {Journal of the ACM},
year = {1993},
pages = {165--174},
publisher = {ACM Press}
}
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Abstract
this paper contributes toward the goal of understanding how a computer can be programmed to learn by isolating features of incremental learning algorithms that theoretically enhance their learning potential. In particular, we examine the effects of imposing a limit on the amount of information that learning algorithm can hold in its memory as it attempts to This work was facilitated by an international agreement under NSF Grant 9119540.
