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» Analysis of Random Noise and Random Walk Algorithms
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STOC
1993
ACM
117views Algorithms» more  STOC 1993»
14 years 12 days ago
Efficient noise-tolerant learning from statistical queries
In this paper, we study the problem of learning in the presence of classification noise in the probabilistic learning model of Valiant and its variants. In order to identify the cl...
Michael J. Kearns
VTC
2008
IEEE
104views Communications» more  VTC 2008»
14 years 2 months ago
Low Complexity Acquisition of UWB Telemetry Data Packets with Clock Offset
—In this paper, low complexity acquisition of UWB telemetry data packets is addressed. In addition to the usual channel impairments considered of additive white Gaussian noise (A...
Saeed Khalesehosseini, John Nielsen
PAMI
2006
81views more  PAMI 2006»
13 years 8 months ago
Robust and Accurate Vectorization of Line Drawings
This paper presents a method for vectorizing the graphical parts of paper-based line drawings. The method consists of separating the input binary image into layers of homogeneous t...
Xavier Hilaire, Karl Tombre
SAC
2006
ACM
14 years 2 months ago
On the use of spectral filtering for privacy preserving data mining
Randomization has been a primary tool to hide sensitive private information during privacy preserving data mining.The previous work based on spectral filtering, show the noise ma...
Songtao Guo, Xintao Wu
SLS
2007
Springer
111views Algorithms» more  SLS 2007»
14 years 2 months ago
Mixed Models for the Analysis of Local Search Components
We consider a possible scenario of experimental analysis on heuristics for optimization: identifying the contribution of local search components when algorithms are evaluated on th...
Jørgen Bang-Jensen, Marco Chiarandini, Yuri...