SSL4Q: Semi-Supervised Learning of Quantum Data with Application to Quantum State Classification

Yehui Tang; Nianzu Yang; Mabiao Long; Junchi Yan

2024 ICML ICML 2024

SSL4Q: Semi-Supervised Learning of Quantum Data with Application to Quantum State Classification

Abstract

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Authors

Yehui Tang, Nianzu Yang, Mabiao Long, Junchi Yan

Topics

Machine Learning > Core Methods > Classification Machine Learning > Learning Types > Self-Supervised Learning Interdisciplinary > Science > Quantum Computing

Keywords

semi-supervised learning permutation invariance variational quantum circuit heisenberg model measurement uncertainties quantum state classification

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