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» On the convergence of Hill's method
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FOCM
2011
175views more  FOCM 2011»
14 years 7 months ago
Convergence of Fixed-Point Continuation Algorithms for Matrix Rank Minimization
The matrix rank minimization problem has applications in many fields such as system identification, optimal control, low-dimensional embedding etc. As this problem is NP-hard in ...
Donald Goldfarb, Shiqian Ma
CEC
2011
IEEE
14 years 19 days ago
Accelerating convergence towards the optimal pareto front
—Evolutionary algorithms have been very popular optimization methods for a wide variety of applications. However, in spite of their advantages, their computational cost is still ...
Mohsen Davarynejad, Jafar Rezaei, Jos L. M. Vranck...
99
Voted
ICANN
2007
Springer
15 years 6 months ago
Some Properties of the Gaussian Kernel for One Class Learning
This paper proposes a novel approach for directly tuning the gaussian kernel matrix for one class learning. The popular gaussian kernel includes a free parameter, σ, that requires...
Paul F. Evangelista, Mark J. Embrechts, Boleslaw K...
95
Voted
ECLIPSE
2004
ACM
15 years 6 months ago
Supporting Java traits in Eclipse
Traits are a language technology that complements inheritance as a means for code reuse and class structuring. Traits encapsulate collections of methods so that they can be used a...
Philip J. Quitslund, Emerson R. Murphy-Hill, Andre...
107
Voted
BCSHCI
2008
15 years 2 months ago
Seam carving for enhancing image usability on mobiles
In this paper we discuss a visual interface for presenting large images on small screen devices. We use the seam carving algorithm as an example technique to improve the readabili...
Nicholas Hill, Parisa Eslambolchilar