In this talk, I will introduce a recent paradigm for the quantum analog of functional programming, known as higher-order quantum computation. I will present my results on how this paradigm can be used ...

The object-oriented paradigm popularized by languages including Java and C++ has slowly given way to a functional programming approach that is advocated by popular Python libraries and JavaScript ...

Notably, optimizing these neural networks necessitates a differentiable programming paradigm where gradients of a loss function can be propagated through a ... Sciences and Technology at Pennsylvania ...