275 search results - page 1 / 55 » Improved Guarantees for Learning via Similarity Functions |
COLT
2008
Springer
13 years 6 months ago
2008
Springer
SIGIR
2010
ACM
13 years 8 months ago
2010
ACM
In this paper, we present a novel near-duplicate document detection method that can easily be tuned for a particular domain. Our method represents each document as a real-valued s...
COLT
2007
Springer
13 years 11 months ago
2007
Springer
Recently, Balcan and Blum [1] suggested a theory of learning based on general similarity functions, instead of positive semi-definite kernels. We study the gap between the learnin...
MIR
2006
ACM
13 years 10 months ago
2006
ACM
In this paper, we introduce a new approach to learn dissimilarity for interactive search in content based image retrieval. In literature, dissimilarity is often learned via the fe...
ATAL
2009
Springer
13 years 11 months ago
2009
Springer
The field of transfer learning aims to speed up learning across multiple related tasks by transferring knowledge between source and target tasks. Past work has shown that when th...