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ICMCS
2006
IEEE
110views Multimedia» more  ICMCS 2006»
15 years 10 months ago
Media Streaming with Conservative Delay on Variable Rate Channels
We address the problem of delay-constrained streaming of multimedia packets over dynamic bandwidth channels. Efficient streaming solutions generally rely on the knowledge of the ...
Dan Jurca, Pascal Frossard
ICMCS
2005
IEEE
106views Multimedia» more  ICMCS 2005»
15 years 10 months ago
Media Aware Routing in Large Scale Networks with Overlay
This paper presents a new routing strategy, that selects the best network paths in an overlay network, in order to minimize the distortion perceived by the end user. We first pro...
Dan Jurca, Sanja Petrovic, Pascal Frossard
COLT
2006
Springer
15 years 8 months ago
A Randomized Online Learning Algorithm for Better Variance Control
We propose a sequential randomized algorithm, which at each step concentrates on functions having both low risk and low variance with respect to the previous step prediction functi...
Jean-Yves Audibert
TNN
2008
181views more  TNN 2008»
15 years 4 months ago
Optimized Approximation Algorithm in Neural Networks Without Overfitting
In this paper, an optimized approximation algorithm (OAA) is proposed to address the overfitting problem in function approximation using neural networks (NNs). The optimized approx...
Yinyin Liu, Janusz A. Starzyk, Zhen Zhu
CDC
2010
IEEE
112views Control Systems» more  CDC 2010»
14 years 11 months ago
Online Convex Programming and regularization in adaptive control
Online Convex Programming (OCP) is a recently developed model of sequential decision-making in the presence of time-varying uncertainty. In this framework, a decisionmaker selects ...
Maxim Raginsky, Alexander Rakhlin, Serdar Yük...