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» Following Curved Regularized Optimization Solution Paths
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NIPS
2004
13 years 6 months ago
Following Curved Regularized Optimization Solution Paths
Regularization plays a central role in the analysis of modern data, where non-regularized fitting is likely to lead to over-fitted models, useless for both prediction and interpre...
Saharon Rosset
GECCO
2007
Springer
159views Optimization» more  GECCO 2007»
13 years 8 months ago
Uniform sampling of local pareto-optimal solution curves by pareto path following and its applications in multi-objective GA
Although multi-objective GA (MOGA) is an efficient multiobjective optimization (MOO) method, it has some limitations that need to be tackled, which include unguaranteed uniformity...
Ken Harada, Jun Sakuma, Shigenobu Kobayashi, Isao ...
SIAMJO
2002
159views more  SIAMJO 2002»
13 years 4 months ago
Locating the Least 2-Norm Solution of Linear Programs via a Path-Following Method
A linear program has a unique least 2-norm solution provided that the linear program has a solution. To locate this solution, most of the existing methods were devised to solve cer...
Yun-Bin Zhao, Duan Li
AUTOMATICA
2010
119views more  AUTOMATICA 2010»
13 years 4 months ago
Path following for the PVTOL aircraft
This article presents a solution to the path following problem for the planar vertical take-off and landing aircraft (PVTOL) which is applicable to a class of smooth Jordan curves...
Luca Consolini, Manfredi Maggiore, Christopher Nie...
CORR
2008
Springer
126views Education» more  CORR 2008»
13 years 4 months ago
Path following algorithm for the graph matching problem
We propose a convex-concave programming approach for the labeled weighted graph matching problem. The convex-concave programming formulation is obtained by rewriting the weighted ...
Mikhail Zaslavskiy, Francis Bach, Jean-Philippe Ve...