Opportunities and challenges for quantum-assisted machine learning in near-term quantum computers
With quantum computing technologies nearing the era of commercialization and quantum
supremacy, machine learning (ML) appears as one of the promising'killer'applications …
supremacy, machine learning (ML) appears as one of the promising'killer'applications …
[BOOK][B] Quantum systems, channels, information: a mathematical introduction
AS Holevo - 2019 - books.google.com
Written by one of the founding fathers of Quantum Information, this book gives an accessible
(albeit mathematically rigorous), self-contained introduction to quantum information theory …
(albeit mathematically rigorous), self-contained introduction to quantum information theory …
Forging the future: strategic approaches to quantum ai integration for industry transformation
ML How, SM Cheah - AI, 2024 - mdpi.com
The fusion of quantum computing and artificial intelligence (AI) heralds a transformative era
for Industry 4.0, offering unprecedented capabilities and challenges. This paper delves into …
for Industry 4.0, offering unprecedented capabilities and challenges. This paper delves into …
Quantum stochastic processes and quantum non-Markovian phenomena
The field of classical stochastic processes forms a major branch of mathematics. Stochastic
processes are, of course, also very well studied in biology, chemistry, ecology, geology …
processes are, of course, also very well studied in biology, chemistry, ecology, geology …
Disintegration and Bayesian inversion via string diagrams
K Cho, B Jacobs - Mathematical Structures in Computer Science, 2019 - cambridge.org
The notions of disintegration and Bayesian inversion are fundamental in conditional
probability theory. They produce channels, as conditional probabilities, from a joint state, or …
probability theory. They produce channels, as conditional probabilities, from a joint state, or …
[BOOK][B] Bell nonlocality
V Scarani - 2019 - library.oapen.org
Nonlocality was discovered by John Bell in 1964, in the context of the debates about
quantum theory, but is a phenomenon that can be studied in its own right. Its observation …
quantum theory, but is a phenomenon that can be studied in its own right. Its observation …
[BOOK][B] Reality without realism: Matter, thought, and technology in quantum physics
A Plotnitsky - 2022 - Springer
Arkady Plotnitsky Matter, Thought, and Technology in Quantum Physics Page 1 Arkady Plotnitsky
Reality Without Realism Matter, Thought, and Technology in Quantum Physics Page 2 Reality …
Reality Without Realism Matter, Thought, and Technology in Quantum Physics Page 2 Reality …
Quantifying Bell: The resource theory of nonclassicality of common-cause boxes
We take a resource-theoretic approach to the problem of quantifying nonclassicality in Bell
scenarios. The resources are conceptualized as probabilistic processes from the setting …
scenarios. The resources are conceptualized as probabilistic processes from the setting …
Theoretical framework for higher-order quantum theory
Higher-order quantum theory is an extension of quantum theory where one introduces
transformations whose input and output are transformations, thus generalizing the notion of …
transformations whose input and output are transformations, thus generalizing the notion of …
Unscrambling the omelette of causation and inference: The framework of causal-inferential theories
Using a process-theoretic formalism, we introduce the notion of a causal-inferential theory: a
triple consisting of a theory of causal influences, a theory of inferences (of both the Boolean …
triple consisting of a theory of causal influences, a theory of inferences (of both the Boolean …