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ACCV
2010
Springer
13 years 5 months ago
Efficient Structured Support Vector Regression
Support Vector Regression (SVR) has been a long standing problem in machine learning, and gains its popularity on various computer vision tasks. In this paper, we propose a structu...
Ke Jia, Lei Wang, Nianjun Liu
TSP
2011
165views more  TSP 2011»
13 years 5 months ago
Quaternion ICA From Second-Order Statistics
—This paper addresses the independent component analysis (ICA) of quaternion random vectors. In particular, we focus on the Gaussian case and therefore only consider the quaterni...
Javier Vía, Daniel P. Palomar, Luis Vielva,...
IEEEVAST
2010
13 years 5 months ago
Understanding text corpora with multiple facets
Text visualization becomes an increasingly more important research topic as the need to understand massive-scale textual information is proven to be imperative for many people and...
Lei Shi, Furu Wei, Shixia Liu, Li Tan, Xiaoxiao Li...
INTERSPEECH
2010
13 years 5 months ago
On the interdependencies between voice quality, glottal gaps, and voice-source related acoustic measures
In human speech production, the voice source contains important non-lexical information, especially relating to a speaker's voice quality. In this study, direct measurements ...
Yen-Liang Shue, Gang Chen, Abeer Alwan
JMLR
2010
194views more  JMLR 2010»
13 years 5 months ago
Graphical Gaussian modelling of multivariate time series with latent variables
In time series analysis, inference about causeeffect relationships among multiple times series is commonly based on the concept of Granger causality, which exploits temporal struc...
Michael Eichler