2 papers
quant-ph2025
Efficient Generation of Parameterised Quantum Circuits from Large Texts
Colin Krawchuk, Nikhil Khatri, Neil John Ortega +1
Quantum approaches to natural language processing (NLP) are redefining how linguistic information is represented and processed. While traditional hybrid quantum-classical models re…
cs.LG2025
A Pattern Language for Machine Learning Tasks
Benjamin Rodatz, Ian Fan, Tuomas Laakkonen +3
We formalise the essential data of objective functions as equality constraints on composites of learners. We call these constraints "tasks", and we investigate the idealised view t…