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CORR
2010
Springer
136views Education» more  CORR 2010»
13 years 5 months ago
An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA
Many problems in machine learning and statistics can be formulated as (generalized) eigenproblems. In terms of the associated optimization problem, computing linear eigenvectors a...
Matthias Hein, Thomas Bühler
NECO
2007
258views more  NECO 2007»
13 years 7 months ago
Reinforcement Learning Through Modulation of Spike-Timing-Dependent Synaptic Plasticity
The persistent modification of synaptic efficacy as a function of the relative timing of pre- and postsynaptic spikes is a phenomenon known as spiketiming-dependent plasticity (...
Razvan V. Florian
ISQED
2003
IEEE
96views Hardware» more  ISQED 2003»
14 years 29 days ago
Impact of Interoperability on CAD-IP Reuse: An Academic Viewpoint
Mind-boggling complexity of EDA tools necessitates reuse of intellectual property in any large-scale commercial or academic operation. However, due to the nature of software, a to...
Andrew B. Kahng, Igor L. Markov
CMG
2001
13 years 9 months ago
Jump Start Your Performance Career Using Analytic Modeling
What is the career path for a performance analyst? A capacity planner? Most technicians paid their dues in the trenches of systems programming or operations. Having done it all, t...
Denise P. Kalm
ICPR
2004
IEEE
14 years 8 months ago
Incorporating Prior Knowledge into SVM for Image Retrieval
SVM based image retrieval suffers from the scarcity of labelled samples. In this paper, this problem is solved by incorporating prior knowledge into SVM. Firstly, some prior knowl...
Lei Wang, Ping Xue, Kap Luk Chan