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» On Ultrametric Algorithmic Information
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WSDM
2009
ACM
148views Data Mining» more  WSDM 2009»
16 years 1 months ago
Information arbitrage across multi-lingual Wikipedia
The rapid globalization of Wikipedia is generating a parallel, multi-lingual corpus of unprecedented scale. Pages for the same topic in many different languages emerge both as a r...
Eytan Adar, Michael Skinner, Daniel S. Weld
IDA
2009
Springer
16 years 1 months ago
Estimating Squared-Loss Mutual Information for Independent Component Analysis
Abstract. Accurately evaluating statistical independence among random variables is a key component of Independent Component Analysis (ICA). In this paper, we employ a squared-loss ...
Taiji Suzuki, Masashi Sugiyama
GROUP
2009
ACM
16 years 1 months ago
Supporting group decisions by mediating deliberation to improve information pooling
Group decision support systems (GDSS) hold significant potential for improving decision making, but they have not been broadly adopted. One reason for this is that these platforms...
Joshua Introne
CISS
2008
IEEE
16 years 1 months ago
Partial side information problem: Equivalence of two inner bounds
— Consider the two-terminal partial side information problem, where one source is decoded under a distortion measure, while the other acts as a helper. There are two well known i...
Soumya Jana, Richard E. Blahut
ICDM
2008
IEEE
168views Data Mining» more  ICDM 2008»
16 years 1 months ago
Measuring Proximity on Graphs with Side Information
This paper studies how to incorporate side information (such as users’ feedback) in measuring node proximity on large graphs. Our method (ProSIN) is motivated by the well-studie...
Hanghang Tong, Huiming Qu, Hani Jamjoom