Combining Symbolic Expressions and Black-box Function Evaluations in Neural Programs

Forough Arabshahi, Sameer Singh, Animashree Anandkumar

Neural programming involves training neural networks to learn programs, mathematics, or logic from data. Previous works have failed to achieve good generalization performance, espe…