a notebook-first introduction to QSVT and QSP a reusable Python package for polynomial design, spectral transforms, and small PennyLane QSVT checks where the backend can synthesize the transform ...
Abstract: CryptoNets and subsequent work have demonstrated the capability of homomorphic encryption (HE) in the applications of private artificial intelligence (AI). In convolutional neural networks ...
Download PDF Join the Discussion View in the ACM Digital Library The maximum flow problem and its generalization, the minimum-cost flow problem, are classic combinatorial graph problems that find ...
Sometimes, it’s easy for a computer to predict the future. Simple phenomena, such as how sap flows down a tree trunk, are straightforward and can be captured in a few lines of code using what ...
A landmark proof in computer science has also solved an important problem called the Connes embedding conjecture. Mathematicians are working to understand it. Imagine aliens landed on Earth and handed ...
pPDA implements probability density approximation (PDA), a method in approximate Bayesian computation (Turner & Sederberg, 2014, PBR; Holmes, 2015, JMP). The package uses a heterogeneous programming ...
In this paper, we propose a method for finding the best piecewise linearization of nonlinear functions. For this aim, we try to obtain the best approximation of a nonlinear function as a piecewise ...
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