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» Convergence analysis of online algorithms
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142
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SADM
2010
128views more  SADM 2010»
15 years 2 months ago
Online training on a budget of support vector machines using twin prototypes
: This paper proposes twin prototype support vector machine (TVM), a constant space and sublinear time support vector machine (SVM) algorithm for online learning. TVM achieves its ...
Zhuang Wang, Slobodan Vucetic
CORR
2008
Springer
85views Education» more  CORR 2008»
15 years 4 months ago
Online Scheduling to Minimize the Maximum Delay Factor
In this paper two scheduling models are addressed. First is the standard model (unicast) where requests (or jobs) are independent. The other is the broadcast model where broadcast...
Chandra Chekuri, Benjamin Moseley
ASUNAM
2009
IEEE
15 years 11 months ago
Transformation of Online Representation through Time
In order to understand the evolution of online identities, we measured the correlation between past and current representations of self on the MySpace social network. We applied s...
Roya Feizy, Ian Wakeman, Dan Chalmers
194
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JMLR
2012
13 years 7 months ago
Beyond Logarithmic Bounds in Online Learning
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...
Francesco Orabona, Nicolò Cesa-Bianchi, Cla...
146
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NETGAMES
2005
ACM
15 years 10 months ago
FreeRank: implementing independent ranking service for multiplayer online games
Ranking is necessary for multiplayer online games to provide players with self-complacence and reference for choosing game counterparts. Most existing ranking solutions are tightl...
Li Tang, Jun Li, Jin Zhou, Zhizhi Zhou, Hao Wang, ...