2 papers
quant-ph2026
Generative Quantum Data Embeddings for Supervised Learning
Jaewoong Heo, Daniel K. Park
Many practically relevant applications of quantum machine learning involve classical data, for which performance depends critically on how inputs are embedded into quantum states.…
quant-ph2024
Comparative Study of Quantum-Circuit Scalability in a Financial Problem
Jaewoong Heo, Moonjoo Lee
Quantum computer is extensively used in solving financial problems. Quantum amplitude estimation, an algorithm that aims to estimate the amplitude of a given quantum state, can be…