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Adaptive coordinate descent

Adaptive coordinate descent is an improvement of the coordinate descent algorithm to non-separable optimization by the use of adaptive encoding. The… 
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Papers overview

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2016
2016
We propose a method of bi-coordinate variations for non-stationary and non-smooth optimization problems, which involve a single… 
2014
2014
Coordinate descent (CD) algorithms have become the method of choice for solving a number of optimization problems in machine… 
2014
2014
Randomized coordinate descent (RCD), attractive for its robustness and ability to cope with large scale problems, is here… 
2010
2010
Aiming at the defect of not suitable for using Constant Modulus Algorithm(CMA) to equalize nonconstant modulus higher-order QAM… 
2008
2008
Supervised ANNs such as Learning Vector Quantization (LVQs) and Multi-Layer Perceptrons (MLPs) usually do not support data… 
2008
2008
ViSOMpsilas (Visualization induced SOM) final map can be seen as a smooth net embedded in the input space, where the distances…