Neural Program Synthesis

Денис Ракитин, НИУ ВШЭ The problem of program learning consists of generating a computer program consistent with some specification. Contemporary studies showed that using neural program synthesis approach for solving this type of task can result in a more robust and less data dependent algorithm comparing to the classical methods. Moreover, adding a program synthesis module as a building block of another neural-based algorithm can provide it with prior structural knowledge and make its performance more in