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quantum learning

6 papers

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Co-occurring keywords

pac learning (283) quantum computation (5) quantum sample complexity (2) vc dimension (108) sample complexity (1169) quantum pac-learning (1) delegation protocol (1) quantum state (8) quantum pac learning (2) quantum concentration (1)

Papers

Information-theoretic generalization bounds for learning from quantum data COLT 2024
Breaking a Classical Barrier for Classifying Arbitrary Test Examples in the Quantum Model AISTATS 2023
Learning k-qubit Quantum Operators via Pauli Decomposition AISTATS 2023
On the Role of Entanglement and Statistics in Learning NIPS 2023
On Testing and Learning Quantum Junta Channels COLT 2023
Optimal Quantum Sample Complexity of Learning Algorithms JMLR 2018