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103
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CCR
2002
105views more  CCR 2002»
15 years 3 months ago
Adaptive packet sampling for flow volume measurement
Traffic measurement and monitoring are an important component of network management and traffic engineering. With high-speed Internet backbone links, efficient and effective packe...
Baek-Young Choi, Jaesung Park, Zhi-Li Zhang
113
Voted
SIAMCO
2000
104views more  SIAMCO 2000»
15 years 3 months ago
Law of the Iterated Logarithm for a Constant-Gain Linear Stochastic Gradient Algorithm
We study almost-sure limiting properties, taken as 0, of the finite horizon sequence of random estimates { 0, 1, 2, . . . , T/ } for the linear stochastic gradient algorithm n+1 ...
J. A. Joslin, A. J. Heunis
115
Voted
JAL
2002
69views more  JAL 2002»
15 years 3 months ago
Rates of convergence for Quicksort
The normalized number of key comparisons needed to sort a list of randomly permuted items by the Quicksort algorithm is known to converge in distribution. We identify the rate of ...
Ralph Neininger, Ludger Rüschendorf
IVC
1998
65views more  IVC 1998»
15 years 3 months ago
Segmentation of MR images with intensity inhomogeneities
A statistical model to segment clinical magnetic resonance (MR) images in the presence of noise and intensity inhomogeneities is proposed. Inhomogeneities are considered to be mul...
Jagath C. Rajapakse, Frithjof Kruggel
136
Voted
NN
2002
Springer
113views Neural Networks» more  NN 2002»
15 years 3 months ago
Control of exploitation-exploration meta-parameter in reinforcement learning
In reinforcement learning (RL), the duality between exploitation and exploration has long been an important issue. This paper presents a new method that controls the balance betwe...
Shin Ishii, Wako Yoshida, Junichiro Yoshimoto