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CORR
2006
Springer
166views Education» more  CORR 2006»
14 years 10 months ago
Bounding the Bias of Tree-Like Sampling in IP Topologies
Abstract. It is widely believed that the Internet's AS-graph degree distribution obeys a power-law form. However, it was recently argued that since Internet data is collected ...
Reuven Cohen, Mira Gonen, Avishai Wool
ECML
2005
Springer
15 years 4 months ago
Combining Bias and Variance Reduction Techniques for Regression Trees
Gradient Boosting and bagging applied to regressors can reduce the error due to bias and variance respectively. Alternatively, Stochastic Gradient Boosting (SGB) and Iterated Baggi...
Yuk Lai Suen, Prem Melville, Raymond J. Mooney
TIT
2008
74views more  TIT 2008»
14 years 10 months ago
Optimal Parsing Trees for Run-Length Coding of Biased Data
Abstract-- We study coding schemes which encode unconstrained sequences into run-length-limited (d, k)-constrained sequences. We present a general framework for the construction of...
Sharon Aviran, Paul H. Siegel, Jack K. Wolf
GECCO
2004
Springer
15 years 4 months ago
Mixed Decision Trees: Minimizing Knowledge Representation Bias in LCS
Xavier Llorà, Stewart W. Wilson
51
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GECCO
2004
Springer
102views Optimization» more  GECCO 2004»
15 years 4 months ago
The Edge-Set Encoding Revisited: On the Bias of a Direct Representation for Trees
Carsten Tzschoppe, Franz Rothlauf, Hans-Josef Pesc...