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IJCAI
1989
15 years 8 months ago
A Critique of the Valiant Model
This paper considers the Valiant framework as it is applied to the task of learning logical concepts from random examples. It is argued that the current interpretation of this Val...
Wray L. Buntine
CORR
2010
Springer
109views Education» more  CORR 2010»
15 years 7 months ago
Polynomial Learning of Distribution Families
Abstract--The question of polynomial learnability of probability distributions, particularly Gaussian mixture distributions, has recently received significant attention in theoreti...
Mikhail Belkin, Kaushik Sinha
CORR
2006
Springer
90views Education» more  CORR 2006»
15 years 6 months ago
About the Lifespan of Peer to Peer Networks
In this paper we analyze the ability of peer to peer networks to deliver a complete file among the peers. Early on we motivate a broad generalization of network behavior organizing...
Rudi Cilibrasi, Zvi Lotker, Alfredo Navarra, St&ea...
BMCBI
2004
112views more  BMCBI 2004»
15 years 6 months ago
A double classification tree search algorithm for index SNP selection
Background: In population-based studies, it is generally recognized that single nucleotide polymorphism (SNP) markers are not independent. Rather, they are carried by haplotypes, ...
Peisen Zhang, Huitao Sheng, Ryuhei Uehara
ISCA
2008
IEEE
142views Hardware» more  ISCA 2008»
16 years 1 months ago
Improving NAND Flash Based Disk Caches
Flash is a widely used storage device that provides high density and low power, appealing properties for general purpose computing. Today, its usual application is in portable spe...
Taeho Kgil, David Roberts, Trevor N. Mudge