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06/03/2019
Coupled VAE: Improved Accuracy and Robustness of a Variational Autoencoder
We present a coupled Variational Auto-Encoder (VAE) method that improves...
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04/04/2018
Use of the geometric mean as a statistic for the scale of the coupled Gaussian distributions
The geometric mean is shown to be an appropriate statistic for the scale...
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12/19/2012
A complexity analysis of statistical learning algorithms
We apply information-based complexity analysis to support vector machine...
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12/06/2012
On the probabilistic continuous complexity conjecture
In this paper we prove the probabilistic continuous complexity conjectur...
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12/05/2012
On Some Integrated Approaches to Inference
We present arguments for the formulation of unified approach to differen...
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03/28/2012