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CORR
2011
Springer
157views Education» more  CORR 2011»
15 years 2 months ago
Fast and Faster: A Comparison of Two Streamed Matrix Decomposition Algorithms
With the explosion of the size of digital dataset, the limiting factor for decomposition algorithms is the number of passes over the input, as the input is often stored out-of-cor...
Radim Rehurek
COLING
2010
15 years 2 months ago
Multilingual Subjectivity: Are More Languages Better?
While subjectivity related research in other languages has increased, most of the work focuses on single languages. This paper explores the integration of features originating fro...
Carmen Banea, Rada Mihalcea, Janyce Wiebe
MST
2011
208views Hardware» more  MST 2011»
15 years 2 months ago
Weighted Picture Automata and Weighted Logics
The theory of two-dimensional languages, generalizing formal string languages, was motivated by problems arising from image processing and models of parallel computing. Weighted au...
Ina Fichtner
JCIT
2010
106views more  JCIT 2010»
15 years 1 months ago
Clearing Policy for an Specialist Agent in Marketing Strategies
This work discusses clearing policy used by a specialist agent on marketing strategies under the rules of TAC CAT agents International Tournament. The goal of this agent is to cre...
Miriam Salcedo H., Darnes Vilarino A., Fabiola Lop...
JMLR
2010
101views more  JMLR 2010»
15 years 1 months ago
Exploiting Feature Covariance in High-Dimensional Online Learning
Some online algorithms for linear classification model the uncertainty in their weights over the course of learning. Modeling the full covariance structure of the weights can prov...
Justin Ma, Alex Kulesza, Mark Dredze, Koby Crammer...