Deep Neural Network (DNN) models have been shown to have high empirical privacy leakages. Clinical language models (CLMs) trained on clinical data have been used to …
ER Miranda - Reports on Progress in Physics, 2024 - iopscience.iop.org
Quantum computing technology is developing at a fast pace. The impact of quantum computing on the music industry is inevitable. This paper maps the emerging field of …
In this paper, we develop a graphical calculus to rewrite photonic circuits involving light- matter interactions and non-linear optical effects. We introduce the infinite ZW calculus, a …
A Toumi - arXiv preprint arXiv:2212.06615, 2022 - arxiv.org
This thesis introduces quantum natural language processing (QNLP) models based on a simple yet powerful analogy between computational linguistics and quantum mechanics …
ZX-calculus has proved to be a useful tool for quantum technology with a wide range of successful applications. Most of these applications are of an algebraic nature. However …
Automated reasoning techniques have been proven of immense importance in classical applications like formal verification, circuit design and probabilistic inference. The domain of …
B Gavranović - arXiv preprint arXiv:2403.13001, 2024 - arxiv.org
Deep learning, despite its remarkable achievements, is still a young field. Like the early stages of many scientific disciplines, it is marked by the discovery of new phenomena, ad …
G de Felice - arXiv preprint arXiv:2212.06636, 2022 - arxiv.org
This thesis develops the translation between category theory and computational linguistics as a foundation for natural language processing. The three chapters deal with syntax …
There has been tremendous progress in Artificial Intelligence (AI) for music, in particular for musical composition and access to large databases for commercialisation through the …