1822 search results - page 80 / 365 » Risk-Sensitive Online Learning |
181
Voted
JMLR
2012
13 years 6 months ago
2012
We prove logarithmic regret bounds that depend on the loss L∗ T of the competitor rather than on the number T of time steps. In the general online convex optimization setting, o...
129
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AIED
2005
Springer
15 years 9 months ago
2005
Springer
Abundance of user contributions does not necessarily indicate sustainability of an online community. On the contrary, excessive contributions in the systems may result in informati...
112
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CVPR
2007
IEEE
16 years 5 months ago
2007
IEEE
In this paper, we introduce the semantic network model (SNM), a generalization of the hidden Markov model (HMM) that uses factorization of state transition probabilities to reduce...
112
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ICPR
2006
IEEE
16 years 4 months ago
2006
IEEE
Recent research in object recognition has demonstrated the advantages of representing objects and scenes through localized patterns such as small image templates. In this paper we...
120
Voted
ICPR
2004
IEEE
16 years 4 months ago
2004
IEEE
This paper describes an online learning method of color transformation for interactive object recognition. In order to recognize objects under various lighting conditions, the sys...