منابع مشابه
Accuracy vs. Simplicity: A Complex Trade-Off∗
Inductive learning aims at finding general rules that hold true in a database. Targeted learning seeks rules for the prediction of the value of a variable based on the values of others, as in the case of linear or non-parametric regression analysis. Non-targeted learning finds regularities without a specific prediction goal. We model the product of non-targeted learning as rules that state that...
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There has been an increasing number of tone mapping algorithms developed in recent years that can convert high dynamic range (HDR) to low dynamic range (LDR) images, so that they can be visualized on standard displays. Nevertheless, good quality evaluation criteria of tone mapped images are still lacking, without which, different tone mapping algorithms cannot be compared and there is no meanin...
متن کاملSimplicity.
Perhaps the most famous equation in science is E = mc2; it also represents one of the best-known scientific insights. But why does Einstein’s equation about the conservation of energy enjoy such popularity? Is it because it is easily and instinctively understood, or because it is widely taught in schools? I doubt that either explanation is true; rather, its appeal is its elegant simplicity with...
متن کاملA Statistical Evaluation of Atmosphere-Ocean General Circulation Models: Complexity vs. Simplicity
The principal tools used to model future climate change are General Circulation Models which are deterministic high resolution bottom-up models of the global atmosphere-ocean system that require large amounts of supercomputer time to generate results. But are these models a cost-effective way of predicting future climate change at the global level? In this paper we use modern econometric techni...
متن کاملSimplicity simplified
We expose the foundations of simple theories in a straightforward way including many improved proofs which can only be found scattered in the specialized literature. We start with general model theory and finish with the proof of the independence theorem.
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ژورنال
عنوان ژورنال: ACM Transactions on Graphics
سال: 2016
ISSN: 0730-0301,1557-7368
DOI: 10.1145/2897824.2925946