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143
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SRDS
2003
IEEE
15 years 10 months ago
Transparent Runtime Randomization for Security
A large class of security attacks exploit software implementation vulnerabilities such as unchecked buffers. This paper proposes Transparent Runtime Randomization (TRR), a general...
Jun Xu, Zbigniew Kalbarczyk, Ravishankar K. Iyer
AAAI
2007
15 years 7 months ago
A Randomized String Kernel and Its Application to RNA Interference
String kernels directly model sequence similarities without the necessity of extracting numerical features in a vector space. Since they better capture complex traits in the seque...
Shibin Qiu, Terran Lane, Ljubomir J. Buturovic
134
Voted
VMV
2008
107views Visualization» more  VMV 2008»
15 years 6 months ago
Learning with Few Examples using a Constrained Gaussian Prior on Randomized Trees
Machine learning with few training examples always leads to over-fitting problems, whereas human individuals are often able to recognize difficult object categories from only one ...
Erik Rodner, Joachim Denzler
JACM
2011
98views more  JACM 2011»
14 years 12 months ago
Randomized algorithms for estimating the trace of an implicit symmetric positive semi-definite matrix
We analyze the convergence of randomized trace estimators. Starting at 1989, several algorithms have been proposed for estimating the trace of a matrix by 1 M M i=1 zT i Azi, where...
Haim Avron, Sivan Toledo
ICASSP
2011
IEEE
14 years 8 months ago
Multi-cue based multi-target tracking using online random forests
Discriminative tracking has become popular tracking methods due to their descriptive power for foreground/background separation. Among these methods, online random forest is recen...
Xinchu Shi, Xiaoqin Zhang, Yang Liu, Weiming Hu, H...