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DTSTART:20050403T070000
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DTSTART;TZID=America/Toronto:20060210T113000
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URL:https://uwaterloo.ca/artificial-intelligence-group/events/ai-seminar-so
 ber-look-clustering-stability
LOCATION:DC - William G. Davis Computer Research Centre 200 University Aven
 ue West 2306C (AI lab) Waterloo ON N2L 3G1 Canada
SUMMARY:AI seminar: A sober look at clustering stability
CLASS:PUBLIC
DESCRIPTION:Speaker: David Pal\n\nStability is a common tool to verify the 
 validity of sample based\nalgorithms. In clustering it is widely used to t
 une the parameters of\nthe algorithm\, such as the number k of clusters. I
 n spite of the\npopularity of stability in practical applications\, there 
 has been very\nlittle theoretical analysis of this notion. In this paper w
 e provide a\nformal definition of stability and analyze some of its basic\
 nproperties.
DTSTAMP:20260324T064131Z
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