624 search results - page 6 / 125 » The Tradeoffs of Large Scale Learning |
IBPRIA
2009
Springer
14 years 11 days ago
2009
Springer
ent abstract presents OASIS, an Online Algorithm for Scalable Image Similarity learning that learns a bilinear similarity measure over sparse representations. OASIS is an online du...
CORR
2010
Springer
13 years 7 months ago
2010
Springer
In this paper we propose an approximated structured prediction framework for large scale graphical models and derive message-passing algorithms for learning their parameters effic...
PERCOM
2006
ACM
14 years 7 months ago
2006
ACM
AAAI
2007
13 years 10 months ago
2007
Recent work has shown promise in using large, publicly available, hand-contributed commonsense databases as joint models that can be used to infer human state from day-to-day sens...
EMNLP
2011
12 years 7 months ago
2011
We consider the problem of performing learning and inference in a large scale knowledge base containing imperfect knowledge with incomplete coverage. We show that a soft inference...