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SDM
2010
SIAM
151views Data Mining» more  SDM 2010»
15 years 5 months ago
Fast Stochastic Frank-Wolfe Algorithms for Nonlinear SVMs
The high computational cost of nonlinear support vector machines has limited their usability for large-scale problems. We propose two novel stochastic algorithms to tackle this pr...
Hua Ouyang, Alexander Gray
135
Voted
ICMCS
2006
IEEE
116views Multimedia» more  ICMCS 2006»
15 years 10 months ago
An Innovative Pixel Scoring Method for Watermarking of Binary Document Images
In order to embed a watermark into a binary document image, some subset of image pixels needs to be modified. This modification will cause a document image distortion. Careful sel...
Edin A. Muharemagic, Borko Furht
143
Voted
ISIPTA
2005
IEEE
168views Mathematics» more  ISIPTA 2005»
15 years 9 months ago
Approximate Inference in Credal Networks by Variational Mean Field Methods
Graph-theoretical representations for sets of probability measures (credal networks) generally display high complexity, and approximate inference seems to be a natural solution fo...
Jaime Shinsuke Ide, Fabio Gagliardi Cozman
131
Voted
ITC
2003
IEEE
143views Hardware» more  ITC 2003»
15 years 9 months ago
Designed -in-diagnostics: A new optical method
An in-circuit diagnostic test structure triggered by a light pulse captures logic states on-chip with picosecond timing accuracy, and the results read out via a scan chain thus pr...
Keneth R. Wilsher
130
Voted
EACL
2003
ACL Anthology
15 years 5 months ago
Empirical Methods for Compound Splitting
Compounded words are a challenge for NLP applications such as machine translation (MT). We introduce methods to learn splitting rules from monolingual and parallel corpora. We eva...
Philipp Koehn, Kevin Knight