2 papers
quant-ph2025
Quantum decision trees with information entropy
Zhelun Li, Koji Terashi
We present a classification algorithm for quantum states, inspired by decision-tree methods. To adapt the decision-tree framework to the probabilistic nature of quantum measurement…
quant-ph2024
Enforcing exact permutation and rotational symmetries in the application of quantum neural network on point cloud datasets
Zhelun Li, Lento Nagano, Koji Terashi
Recent developments in the field of quantum machine learning have promoted the idea of incorporating physical symmetries in the structure of quantum circuits. A crucial milestone i…