890 search results - page 10 / 178 » Large Scale Online Learning |
112
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ICML
2009
IEEE
15 years 8 months ago
2009
IEEE
Empirical evidence suggests that hashing is an effective strategy for dimensionality reduction and practical nonparametric estimation. In this paper we provide exponential tail bo...
CORR
2010
Springer
15 years 1 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
16 years 1 months ago
2006
ACM
101
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AAAI
2007
15 years 4 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...
141
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EMNLP
2011
14 years 1 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...