Universal Inductive Inference of Quantum States

arXiv:2609.36912 · quant-ph · Submitted 2026-09-29 · Read on arXiv

quant-ph

Submitted: 2026-09-29

Updated: 2026-09-29

Terminology

• Trace — 16× in this paper · explained in 2 episodes
• Verification — 12× in this paper · explained in 2 episodes
• Trace Distance — 7× in this paper · explained in 3 episodes
• Entanglement — 4× in this paper · explained in 4 episodes
• Annual ACM Symposium on Theory of Computing — 3× in this paper
• Calibration — 3× in this paper · explained in 7 episodes
• Hypergraph — 2× in this paper · explained in 2 episodes
• Quantum Circuits — 2× in this paper · explained in 2 episodes
• Temporal Correlations — 2× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Annual Symposium on Foundations of Computer Science — 1× in this paper
• Benchmark — 1× in this paper · explained in 2 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Sample Complexity — 1× in this paper · explained in 15 episodes
• Unified Framework — 1× in this paper · explained in 5 episodes

Sources

• Efficient certification of intractable quantum states with few Pauli measurements
• Cryptographic Conditions for Efficient Testing of Distributions and Quantum States
• Non-iid hypothesis testing: from classical to quantum
• Classical shadows for non-iid quantum sources
• Quantum tomography for non-iid sources

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