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ICML
2009
IEEE
14 years 9 months ago
On sampling-based approximate spectral decomposition
This paper addresses the problem of approximate singular value decomposition of large dense matrices that arises naturally in many machine learning applications. We discuss two re...
Sanjiv Kumar, Mehryar Mohri, Ameet Talwalkar
VLDB
2004
ACM
139views Database» more  VLDB 2004»
14 years 9 months ago
Amit - the situation manager
: This paper presents the "situation manager", a tool that includes both a language and an efficient run-time execution mechanism, aimed at reducing the complexity of act...
Asaf Adi, Opher Etzion
EDBT
2006
ACM
112views Database» more  EDBT 2006»
14 years 9 months ago
Expressiveness and Performance of Full-Text Search Languages
We study the expressiveness and performance of full-text search languages. Our main motivation is to provide a formal basis for comparing such languages and to develop a model for...
Chavdar Botev, Sihem Amer-Yahia, Jayavel Shanmugas...
DCC
2001
IEEE
14 years 8 months ago
Towards Compressing Web Graphs
We consider the problem of compressing graphs of the link structure of the World Wide Web. We provide efficient algorithms for such compression that are motivated by recently prop...
Micah Adler, Michael Mitzenmacher
AH
2008
Springer
14 years 3 months ago
Supporting Users in Creating Pedagogically Sound Personalised Learning Objects
Successful eLearning is predicated on the application of pedagogies appropriate to online education that respond to the capabilities and needs of the learners. Typically, designing...
Aoife Brady, Owen Conlan, Vincent Wade, Declan Dag...