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Automatically learning optimal formula simplifiers and database entity matching rules
(Massachusetts Institute of Technology, 2017)
Traditionally, machine learning (ML) is used to find a function from data to optimize a numerical score. On the other hand, synthesis is traditionally used to find a function (or a program) that can be derived from a grammar ...
Algorithms for the analysis of protein interaction networks
(Massachusetts Institute of Technology, 2012)
In the decade since the human genome project, a major research trend in biology has been towards understanding the cell as a system. This interest has stemmed partly from a deeper appreciation of how important it is to ...