On the Impact of Forgetting on Learning Machines

On the Impact of Forgetting on Learning Machines (1993)

by Rusins Freivalds , Efim Kinber , Carl H. Smith

Venue:	Journal of the ACM
Citations:	9 - 3 self

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Datum	Value	Source
TITLE	On the Impact of Forgetting on Learning Machines	user correction - Legacy Corrections
AUTHOR NAME	Rusins Freivalds	SVM HeaderParse 0.1
AUTHOR AFFIL	Inst of Math and Comp Sci; University of Latvia	SVM HeaderParse 0.2
AUTHOR ADDR	Raina bulvaris 29; LV-1459, Riga, Latvia	SVM HeaderParse 0.1
AUTHOR NAME	Efim Kinber	SVM HeaderParse 0.1
AUTHOR AFFIL	y; Dept of Comp and Info Sci; University of Delaware	SVM HeaderParse 0.2
AUTHOR ADDR	Newark, DE 19716	SVM HeaderParse 0.1
AUTHOR NAME	Carl H. Smith	SVM HeaderParse 0.1
AUTHOR AFFIL	z; Dept of Comp Sci; University of Maryland	SVM HeaderParse 0.2
AUTHOR ADDR	College Park, MD 20912 USA	SVM HeaderParse 0.1
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.	user correction - Legacy Corrections
YEAR	1993	INFERENCE
VENUE	Journal of the ACM	INFERENCE
VENUE TYPE	CONFERENCE	INFERENCE
PAGES	165--174	INFERENCE
VOLUME	42	INFERENCE
CITATIONS	25 found	ParsCit 1.0