4 papers
Decoded Quantum Interferometry Beyond Hamming: Rank-Metric and Translation Association Schemes
Alexandre Krajenbrink, Colin Krawchuk, Ansis Rosmanis +1
Decoded Quantum Interferometry (DQI) uses coherent decoding and a quantum Fourier transform to find high-quality solutions of structured optimisation problems. Existing analyses ar…
Compositional Quantum Heuristics for Max-Clique Detection
Tiffany Duneau, Colin Krawchuk, Anna Pearson
Quantum machine learning holds the promise of combining the success of classical machine learning methods with the power of quantum computing, however one of the largest obstacles…
Bounds on Decorated Sweep Covers in Tree Posets
Blake A. Wilson, Colin Krawchuk
We introduce decorated sweep covers as a colouring on maximal antichains in tree posets such that if two elements have the same colour they are siblings. DSCs appear in application…
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…