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ICML
2007
IEEE
16 years 5 months ago
Trust region Newton methods for large-scale logistic regression
Large-scale logistic regression arises in many applications such as document classification and natural language processing. In this paper, we apply a trust region Newton method t...
Chih-Jen Lin, Ruby C. Weng, S. Sathiya Keerthi
ICML
2005
IEEE
16 years 5 months ago
Learning to rank using gradient descent
We investigate using gradient descent methods for learning ranking functions; we propose a simple probabilistic cost function, and we introduce RankNet, an implementation of these...
Christopher J. C. Burges, Tal Shaked, Erin Renshaw...
ICCAD
2001
IEEE
95views Hardware» more  ICCAD 2001»
16 years 1 months ago
On the Signal Bounding Problem in Timing Analysis
In this paper, we study the propagation of slew dependent bounding signals and the corresponding slew problem in static timing analysis. The selection of slew from the latest arri...
Jin-fuw Lee, Daniel L. Ostapko, Jeffery Soreff, C....
ICDAR
2009
IEEE
15 years 11 months ago
Hybrid Page Layout Analysis via Tab-Stop Detection
A new hybrid page layout analysis algorithm is proposed, which uses bottom-up methods to form an initial data-type hypothesis and locate the tab-stops that were used when the page...
Raymond W. Smith
SEMWEB
2009
Springer
15 years 11 months ago
The OWL API: A Java API for Working with OWL 2 Ontologies
This paper presents the OWL API a high level Application Programming Interface (API) for working with OWL 2 ontologies. The API is closely aligned with the OWL 2 structural speciï¬...
Matthew Horridge, Sean Bechhofer