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March 2018

YES IX: “Scalable Statistics: on Accuracy and Computational Complexity”

Mar 7, 2018 - Mar 9, 2018
Eurandom, Metaforum
Eindhoven, Netherlands
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The role of scalable inference methods is becoming more and more central in statistics and machine learning, due to an explosive increase in size and complexity of datasets. In such large-scale and complex scenarios that is, in a practical sense, a diminishing relevance of classic statistical methods that despite being endowed with sound statistical performance guarantees are not able to deal with the computational and memory constraints imposed by the existing hardware. There are several avenues to deal with this…

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