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dear editor: thank you for your letter ref. no 2003-2 dated 7 november 2010 regarding the comments of an ophthalmologist from thailand named professor viroj wiwan on my article titled “evaluation of contrast sensitivity, color vision and visual acuity in patients with and without diabetes”. he has suggested that the combination of existing tests may be a good way to increase the sensitivity of ...

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We present an overview of learning theory including its statistical and computational aspects. We start by giving a probabilistic formulation of learning problems including classification and regression where the learner knows nothing about the probability distribution generating the data. We then consider the principle of empirical risk minimization (ERM) that chooses a function from a given c...