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ICML
2009
IEEE
16 years 7 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
ISBI
2004
IEEE
16 years 7 months ago
Pareto Depth Sampling Distributions for Gene Ranking
In this paper we propose a method for gene ranking from microarray experiments using multiple discriminants. The novelty of our approach is that a gene's relative rank is det...
Alfred O. Hero, Sepidarseh Zareparsi, Anand Swaroo...
WWW
2007
ACM
16 years 7 months ago
Semantic personalization of web portal contents
Enriching Web applications with personalized data is of major interest for facilitating the user access to the published contents, and therefore, for guaranteeing successful user ...
Christina Tziviskou, Marco Brambilla
POPL
2009
ACM
16 years 7 months ago
Positive supercompilation for a higher order call-by-value language
Previous deforestation and supercompilation algorithms may introduce accidental termination when applied to call-by-value programs. This hides looping bugs from the programmer, an...
Peter A. Jonsson, Johan Nordlander
CHI
2009
ACM
16 years 7 months ago
Exploring the cognitive consequences of social search
To what extent can social interactions augment people's natural search experiences? What factors influence the decision to turn to a friend for help? Our paper presents the p...
Brynn M. Evans, Sanjay Kairam, Peter Pirolli