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» On Stabilization in Herman's Algorithm
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KDD
2009
ACM
180views Data Mining» more  KDD 2009»
14 years 10 months ago
Consensus group stable feature selection
Stability is an important yet under-addressed issue in feature selection from high-dimensional and small sample data. In this paper, we show that stability of feature selection ha...
Steven Loscalzo, Lei Yu, Chris H. Q. Ding
GLOBECOM
2010
IEEE
13 years 7 months ago
Dynamic Resource Allocation Based Partial Crosstalk Cancellation in DSL Networks
The design of crosstalk mitigation techniques for DSL broadband access systems has mainly focused on physical layer transmit rate maximization. However, for certain applications, u...
Beier Li, Paschalis Tsiaflakis, Marc Moonen, Joche...
GECCO
2008
Springer
110views Optimization» more  GECCO 2008»
13 years 10 months ago
Evolving stable behavior in a spino-neuromuscular system model
This paper demonstrates the effectiveness of genetic algorithms in training stable behavior in a model of the spinoneuromuscular system (SNMS). In particular, we test the stabili...
Stanley Phillips Gotshall, Terry Soule
JMLR
2012
12 years 4 days ago
Fast interior-point inference in high-dimensional sparse, penalized state-space models
We present an algorithm for fast posterior inference in penalized high-dimensional state-space models, suitable in the case where a few measurements are taken in each time step. W...
Eftychios A. Pnevmatikakis, Liam Paninski
ICDE
2012
IEEE
267views Database» more  ICDE 2012»
12 years 4 days ago
Scalable and Numerically Stable Descriptive Statistics in SystemML
—With the exponential growth in the amount of data that is being generated in recent years, there is a pressing need for applying machine learning algorithms to large data sets. ...
Yuanyuan Tian, Shirish Tatikonda, Berthold Reinwal...