New Bounds on Quantum Sample Complexity of Measurement ClassesInternational Symposium on Information Theory (ISIT), 2024 Mohsen Heidari Wojciech Szpankowski |
QUILT: Effective Multi-Class Classification on Quantum Computers Using
an Ensemble of Diverse Quantum ClassifiersAAAI Conference on Artificial Intelligence (AAAI), 2022 |
Quantum Conformal Prediction for Reliable Uncertainty Quantification in
Quantum Machine LearningIEEE Transactions on Quantum Engineering (TQE), 2023 Sangwoo Park Osvaldo Simeone |
Generalization in Quantum Machine Learning: a Quantum Information
PerspectivePRX Quantum (PRX Quantum), 2021 |
VSQL: Variational Shadow Quantum Learning for ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2020 |
Quantum Discriminator for Binary ClassificationScientific Reports (Sci Rep), 2020 |
Efficient Learning for Deep Quantum Neural NetworksNature Communications (Nat Commun), 2019 |