Empirical quantizer design in the presence of source noise or channel noise

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Price of Transparency in Strategic Machine Learning (2016, background): “Several practical problems are, including an investigation of optimal strategies if the source statistics is not available apriori but estimated from the strategically generated training samples? The quantization theory provides some starting points for this problem [19], [20], which will be pursued”