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CVPR
2010
IEEE
14 years 6 months ago
Sufficient Dimensionality Reduction for Visual Sequence Classification
When classifying high-dimensional sequence data, traditional methods (e.g., HMMs, CRFs) may require large amounts of training data to avoid overfitting. In such cases dimensional...
Alex Shyr, Raquel Urtasun, Michael Jordan
ICSM
2005
IEEE
14 years 3 months ago
Call Stack Coverage for Test Suite Reduction
Test suite reduction is an important test maintenance activity that attempts to reduce the size of a test suite with respect to some criteria. Emerging trends in software developm...
Scott McMaster, Atif M. Memon
ICCD
2004
IEEE
119views Hardware» more  ICCD 2004»
14 years 6 months ago
Simultaneous Shield and Buffer Insertion for Crosstalk Noise Reduction in Global Routing
We present a method for incorporating crosstalk reduction criteria into global routing under an innovative power supply architecture, while considering the constraints imposed by ...
Tianpei Zhang, Sachin S. Sapatnekar
COMCOM
2006
82views more  COMCOM 2006»
13 years 10 months ago
Traffic engineering with OSPF-TE and RSVP-TE: Flooding reduction techniques and evaluation of processing cost
This paper considers two important aspects related to the control plane of Traffic Engineered IP/MPLS networks: the ``flooding reduction'' mechanisms and the evaluation ...
Stefano Salsano, Alessio Botta, Paola Iovanna, Mar...
PRL
2010
130views more  PRL 2010»
13 years 8 months ago
Automatic configuration of spectral dimensionality reduction methods
In this paper, our main contribution is a framework for the automatic configuration of any spectral dimensionality reduction methods. This is achieved, first, by introducing the m...
Michal Lewandowski, Dimitrios Makris, Jean-Christo...