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Sample-Efficient Learning of Quantum Many-Body Systems

Sample-Efficient Learning of Quantum Many-Body Systems

IEEE FOCS: Foundations of Computer Science via YouTube Direct link

Quantum state operators

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Quantum state operators

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Classroom Contents

Sample-Efficient Learning of Quantum Many-Body Systems

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  1. 1 Introduction
  2. 2 Classical probability distributions
  3. 3 Quantum state operators
  4. 4 Motivation
  5. 5 Proof
  6. 6 Dual optimization
  7. 7 Strong convexity
  8. 8 Strong complexity bound
  9. 9 Summary
  10. 10 Open questions

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