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ICML
2004
IEEE
14 years 11 months ago
Multi-task feature and kernel selection for SVMs
We compute a common feature selection or kernel selection configuration for multiple support vector machines (SVMs) trained on different yet inter-related datasets. The method is ...
Tony Jebara
DATE
2007
IEEE
84views Hardware» more  DATE 2007»
14 years 4 months ago
On test generation by input cube avoidance
Test generation procedures attempt to assign values to the inputs of a circuit so as to detect target faults. We study a complementary view whereby the goal is to identify values ...
Irith Pomeranz, Sudhakar M. Reddy
ICMCS
2006
IEEE
117views Multimedia» more  ICMCS 2006»
14 years 4 months ago
Distributed SVM Applied to Image Classification
This paper proposes an algorithm for distributed classification, based on a SVM scheme. The contribution of each support vector is approximated by low complexity distributed thre...
Effrosini Kokiopoulou, Pascal Frossard
ICCSA
2003
Springer
14 years 3 months ago
Efficient Speaker Identification Based on Robust VQ-PCA
Abstract. In this paper, an efficient speaker identification based on robust vector quantization principal component analysis (VQ-PCA) is proposed to solve the problems from outlie...
Younjeong Lee, Joohun Lee, Ki Yong Lee
IDEAL
2003
Springer
14 years 3 months ago
GMM Based on Local Fuzzy PCA for Speaker Identification
To reduce the high dimensionality required for training of feature vectors in speaker identification, we propose an efficient GMM based on local PCA with Fuzzy clustering. The prop...
JongJoo Lee, JaeYeol Rheem, Ki Yong Lee