13 citations · 48 across the 18 of their papers we have counts for
4 papers · 1 filter
How to Sum and Exponentiate Hamiltonians in ZXW Calculus
Razin A. Shaikh, Quanlong Wang, Richie Yeung
This paper develops practical summation techniques in ZXW calculus to reason about quantum dynamics, such as unitary time evolution. First we give a direct representation of a wide…
Categorical Semantics for Feynman Diagrams
Razin A. Shaikh, Stefano Gogioso
We introduce a novel compositional description of Feynman diagrams, with well-defined categorical semantics as morphisms in a dagger-compact category. Our chosen setting is suitabl…
The Conceptual VAE
Razin A. Shaikh, Sara Sabrina Zemljic, Sean Tull +1
In this report we present a new model of concepts, based on the framework of variational autoencoders, which is designed to have attractive properties such as factored conceptual d…
A Domain-Theoretic Framework for Robustness Analysis of Neural Networks
Can Zhou, Razin A. Shaikh, Yiran Li +1
A domain-theoretic framework is presented for validated robustness analysis of neural networks. First, global robustness of a general class of networks is analyzed. Then, using the…