4 search results - page 1 / 1 » Bandits for Taxonomies: A Model-based Approach |
SDM
2007
SIAM
13 years 6 months ago
2007
SIAM
We consider a novel problem of learning an optimal matching, in an online fashion, between two feature spaces that are organized as taxonomies. We formulate this as a multi-armed ...
ICDM
2007
IEEE
13 years 10 months ago
2007
IEEE
We explore the problem of budgeted machine learning, in which the learning algorithm has free access to the training examples’ labels but has to pay for each attribute that is s...
IEAAIE
2000
Springer
13 years 8 months ago
2000
Springer
It has already been noted that the accurate prediction of societal responses requires the use of a formal model based on some social or cultural taxonomy. One such taxonomic candi...
ICCV
2011
IEEE
12 years 4 months ago
2011
IEEE
Subordinate-level categorization typically rests on establishing salient distinctions between part-level characteristics of objects, in contrast to basic-level categorization, whe...