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» On Multiple Linear Approximations
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OL
2007
103views more  OL 2007»
15 years 3 months ago
Support vector machine via nonlinear rescaling method
In this paper we construct the linear support vector machine (SVM) based on the nonlinear rescaling (NR) methodology (see [9, 11, 10] and references therein). The formulation of t...
Roman A. Polyak, Shen-Shyang Ho, Igor Griva
119
Voted
CDC
2009
IEEE
114views Control Systems» more  CDC 2009»
15 years 7 months ago
Parametric model order reduction accelerated by subspace recycling
Abstract-- Many model order reduction methods for parameterized systems need to construct a projection matrix V which requires computing several moment matrices of the parameterize...
Lihong Feng, Peter Benner, Jan G. Korvink
AAAI
2011
14 years 4 months ago
Commitment to Correlated Strategies
The standard approach to computing an optimal mixed strategy to commit to is based on solving a set of linear programs, one for each of the follower’s pure strategies. We show t...
Vincent Conitzer, Dmytro Korzhyk
164
Voted
ICML
1999
IEEE
16 years 4 months ago
Least-Squares Temporal Difference Learning
Excerpted from: Boyan, Justin. Learning Evaluation Functions for Global Optimization. Ph.D. thesis, Carnegie Mellon University, August 1998. (Available as Technical Report CMU-CS-...
Justin A. Boyan
105
Voted
ISCAS
2002
IEEE
130views Hardware» more  ISCAS 2002»
15 years 8 months ago
Analysis of limit cycle stability in a tap-changing transformer
The paper analyses the nature of limit cycles induced through the interaction of transformer tap changing and load dynamics. Linearization of a Poincar´e map is used to prove loc...
Vaibhav Donde, Ian A. Hiskens