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Tag: Sample Efficiency

  • Quantum Simulations Now Need Far Fewer Measurements to Verify Accuracy
    Quantum Computing

    Quantum Simulations Now Need Far Fewer Measurements to Verify Accuracy

    by Muhammad Rohail T.April 2, 2026
  • AI Learns to Explore Environments More Effectively by Predicting Positive Outcomes
    Machine Learning

    AI Learns to Explore Environments More Effectively by Predicting Positive Outcomes

    by Muhammad Rohail T.February 11, 2026
  • Shows MAPPA Improves Multiagent Systems by +17.5pp on Unseen Competition Math Problems
    Artificial Intelligence

    Shows MAPPA Improves Multiagent Systems by +17.5pp on Unseen Competition Math Problems

    by Muhammad Rohail T.February 4, 2026
  • Achieves 15% Noise Reduction in Gravitational Waves Via Learnable Wavelets
    Artificial Intelligence

    Achieves 15% Noise Reduction in Gravitational Waves Via Learnable Wavelets

    by Muhammad Rohail T.January 26, 2026
  • Zero-shot Agent Alignment Achieves Optimization Without Labeled Datasets, Advancing LLM Performance
    Artificial Intelligence

    Zero-shot Agent Alignment Achieves Optimization Without Labeled Datasets, Advancing LLM Performance

    by Muhammad Rohail T.January 8, 2026
  • Anaflow: Agentic LLM Framework Enables Sample-Efficient, Explainable Analog Circuit Sizing
    Artificial Intelligence

    Anaflow: Agentic LLM Framework Enables Sample-Efficient, Explainable Analog Circuit Sizing

    by Muhammad Rohail T.November 12, 2025
  • Thompson Sampling Via Fine-Tuning of LLMs Achieves Scalable Bayesian Optimization Without Acquisition Function Maximization
    Quantum Algorithms, Quantum Research News

    Thompson Sampling Via Fine-Tuning of LLMs Achieves Scalable Bayesian Optimization Without Acquisition Function Maximization

    by Muhammad Rohail T.October 17, 2025
  • AI Training: Researchers Boost Efficiency with New Scaling Rules
    Artificial Intelligence

    AI Training: Researchers Boost Efficiency with New Scaling Rules

    by Dr. DonovanAugust 22, 2025
  • Fermionic-Adapted Shadow Tomography Efficiently Calculates Multiple Dynamical Correlation Functions
    Quantum Computing

    Fermionic-Adapted Shadow Tomography Efficiently Calculates Multiple Dynamical Correlation Functions

    by Dr. DonovanAugust 6, 2025
  • Pairwise Distillation Enables Efficient Document Ranking With Large Language Models
    Artificial Intelligence

    Pairwise Distillation Enables Efficient Document Ranking With Large Language Models

    by Dr. DonovanJuly 9, 2025
  • Revolutionizing Quantum Computing: Efficient and Accurate Property Measurement Using Shallow Shadows
    Technology News

    Revolutionizing Quantum Computing: Efficient and Accurate Property Measurement Using Shallow Shadows

    by Dr. DonovanApril 30, 2025
  • Quantum Reinforcement Learning Enhances Robotic Decision-Making, SRM Institute Finds
    Quantum Applications

    Quantum Reinforcement Learning Enhances Robotic Decision-Making, SRM Institute Finds

    by Dr. DonovanApril 5, 2024
  • CERN Team Develops Quantum Reinforcement Learning for Improved Particle Accelerator Efficiency
    Machine Learning, Quantum Machine Learning, Quantum Research News

    CERN Team Develops Quantum Reinforcement Learning for Improved Particle Accelerator Efficiency

    by SchrödingerFebruary 7, 2024
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