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ICML
2008
IEEE
14 years 9 months ago
Training structural SVMs when exact inference is intractable
While discriminative training (e.g., CRF, structural SVM) holds much promise for machine translation, image segmentation, and clustering, the complex inference these applications ...
Thomas Finley, Thorsten Joachims
SOFSEM
2009
Springer
14 years 5 months ago
When Analysis Fails: Heuristic Mechanism Design via Self-correcting Procedures
Abstract. Computational mechanism design (CMD) seeks to understand how to design game forms that induce desirable outcomes in multiagent systems despite private information, self-i...
David C. Parkes
MM
2005
ACM
103views Multimedia» more  MM 2005»
14 years 2 months ago
My digital photos: where and when?
In recent years digital cameras have seen an enormous rise in popularity, leading to a huge increase in the quantity of digital photos being taken. This brings with it the challen...
Neil O'Hare, Cathal Gurrin, Hyowon Lee, Noel Murph...
SIGIR
2005
ACM
14 years 2 months ago
When will information retrieval be "good enough"?
We describe a user study that examined the relationship between the quality of an Information Retrieval system and the effectiveness of its users in performing a task. The task i...
James Allan, Ben Carterette, Joshua Lewis
VLDB
2005
ACM
165views Database» more  VLDB 2005»
14 years 2 months ago
Semantic Adaptation of Schema Mappings when Schemas Evolve
Schemas evolve over time to accommodate the changes in the information they represent. Such evolution causes invalidation of various artifacts depending on the schemas, such as sc...
Cong Yu, Lucian Popa