2 papers
quant-ph2026
Qvine: Vine Structured Quantum Circuits for Loading High Dimensional Distributions
David Quiroga, Hannes Leipold, Bibhas Adhikari
Loading high dimensional distributions is an important task for utilizing quantum computers on applications ranging from machine learning to finance. The high dimensionality leads…
cs.LG2021
Towards a comprehensive visualization of structure in data
Joan Garriga, Frederic Bartumeus
Dimensional data reduction methods are fundamental to explore and visualize large data sets. Basic requirements for unsupervised data exploration are simplicity, flexibility and sc…