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ICML
2008
IEEE
14 years 10 months ago
Accurate max-margin training for structured output spaces
Tsochantaridis et al. (2005) proposed two formulations for maximum margin training of structured spaces: margin scaling and slack scaling. While margin scaling has been extensivel...
Sunita Sarawagi, Rahul Gupta
ICCV
2011
IEEE
12 years 9 months ago
Scale and Object Aware Image Retargeting for Thumbnail Browsing
Many image retargeting algorithms, despite aesthetically carving images smaller, pay limited attention to image browsing tasks where tiny thumbnails are presented. When applying t...
Jin Sun, Haibin Ling
ACL
2010
13 years 7 months ago
Practical Very Large Scale CRFs
Conditional Random Fields (CRFs) are a widely-used approach for supervised sequence labelling, notably due to their ability to handle large description spaces and to integrate str...
Thomas Lavergne, Olivier Cappé, Franç...
CONSTRAINTS
2010
116views more  CONSTRAINTS 2010»
13 years 7 months ago
Enabling local computation for partially ordered preferences
Abstract. Many computational problems linked to uncertainty and preference management can be expressed in terms of computing the marginal(s) of a combination of a collection of val...
Hélène Fargier, Emma Rollon, Nic Wil...
INFORMATICALT
2002
63views more  INFORMATICALT 2002»
13 years 9 months ago
Layered Polynomial Filter Structures
It is shown that nonlinear Volterra, polynomial autoregressive, and bilinear filters have the same layered implementation procedure. Using the layered structure, the order of nonli...
Kazys Kazlauskas, Jaunius Kazlauskas