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Tag: Sample Complexity

  • Quantum Networks Verify Unknown States with Limited Data Transfer
    Quantum Physics

    Quantum Networks: Unknown State Verification Limit

    by Muhammad Rohail T.April 14, 2026
  • Quantum State Predictions Become Far More Efficient with New Theory
    Quantum Physics

    Efficient Quantum State Predictions with New Theory

    by Muhammad Rohail T.April 8, 2026
  • Quantum States Can Now Be Learned from Measurements with Far Fewer Samples
    Quantum Algorithms, Quantum Physics

    Quantum States Reconstructed with Fewer Measurements

    by Muhammad Rohail T.April 8, 2026
  • Quantum Broadcasting Overcomes Limits to Send Data to Six Receivers
    Quantum Computing

    Quantum Broadcasting: Data to Six Receivers

    by Rusty FlintMarch 24, 2026
  • Quantum State Mapping Now Needs Fewer Measurements for Greater Precision
    Quantum Applications

    Quantum State Mapping: Fewer Measurements, Higher Precision

    by Muhammad Rohail T.February 9, 2026
  • Quantum Signatures & Classical Computing Security
    Quantum Internet

    Quantum Signatures & Classical Computing Security

    by Quantum StrategistFebruary 5, 2026
  • Constrained Meta Reinforcement Learning Achieves Provable Safety and Reduced Sample Complexity
    Machine Learning

    Safe RL with Constrained Meta-Learning

    by Muhammad Rohail T.January 31, 2026
  • Exponentially Improved Multiphoton Interference Benchmarking Advances Quantum Technology Scalability
    Technology

    Multiphoton Interference Benchmarking Boosts Quantum

    by Muhammad Rohail T.January 20, 2026
  • Amplitude-amplified Coherence Detection Achieves State Estimation with Reduced Sample Complexity
    Quantum Mechanics

    Coherence Detection Cuts Sample Complexity

    by Muhammad Rohail T.December 19, 2025
  • Efficient Certification of Intractable Quantum States with Few Pauli Measurements Enables Fault-tolerant Architectures
    Quantum Computing

    Pauli Measurements Verify Complex Quantum States

    by Muhammad Rohail T.November 14, 2025
  • Cryptography and Distribution Verification Achieves Identity Testing with Reduced Sample Complexity, Bypassing Exponential Support Size Limitations
    Quantum Cryptography, Quantum Research News

    Quantum Cryptography Cuts Sample Complexity

    by Muhammad Rohail T.October 8, 2025
  • Scientists Achieve Sample-efficient Estimation of Unitary Operations with Optimal Complexity for Square Integrable Functions
    Quantum Algorithms

    Unitary Operations: Efficient Estimation with Optimal

    by Dr. DonovanSeptember 10, 2025
  • Researchers Define Tilted Empirical Risk Minimization for Improved Learning Processes and Complexity Measures
    Quantum Machine Learning, Machine Learning

    QTERM: Quantum Learning & Complexity Reduction

    by Dr. DonovanSeptember 1, 2025
  • Scientists Achieve Doubly-Exponential Gain in Quantum Tomography
    Quantum Sensors

    Quantum Tomography: Doubly-Exponential Gain Achieved

    by Dr. DonovanAugust 22, 2025
  • Efficient Quantum Measurement Tomography Reduces Computational Cost and Samples
    Quantum Research News

    Quantum Tomography Cuts Computational Cost & Samples

    by Dr. DonovanJuly 8, 2025
  • Quantum Amplification Accelerates Machine Learning for Dynamic Systems.
    Machine Learning

    Quantum Amplification Speeds Machine Learning

    by Dr. DonovanJuly 4, 2025
  • Quantum Tomography: Optimal Measurements Cut Complexity
    Quantum Physics

    Quantum Tomography: Optimal Measurements Cut Complexity

    by Dr. DonovanJuly 1, 2025
  • Quantum State Estimation Achieves Efficiency with Low-Depth Circuit Designs.
    Quantum Simulation

    Quantum Estimation: Efficient Low-Depth Circuits

    by Dr. DonovanJune 27, 2025
  • Local Quantum Phase Estimation Simplifies Spectral Analysis for Near-Term Devices.
    Quantum Algorithms

    Local Quantum Phase Estimation Aids Spectral Analysis

    by Dr. DonovanJune 26, 2025
  • Efficient Algorithm for Learning Hamiltonians in Thermal Equilibrium Systems
    Quantum Algorithms

    Quantum Algorithm Learns Hamiltonians in Thermal Systems

    by Dr. DonovanApril 4, 2025
  • Quantum Memory Boosts Learning of Unknown Quantum Processes
    Quantum Research News

    Quantum Memory Boosts Learning of Unknown Quantum Processes

    by Dr. DonovanJune 5, 2024
Quantum Computing News
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