Birs- 24w5280: Algorithmic Structures for Uncoordinated Communications and Statistical Inference in Exceedingly Large Spaces

  1. Title:
    Learning to Communicate

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  2. Title:
    Equivalence Principles for Nonlinear Random Matrices

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  3. Title:
    Feature Extractions in Distributed Parameter Estimation: A Local Information Geometric Approach

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  4. Title:
    Grant-Free Access in 6G Networks: An Unsourced Multiple Access Perspective

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    Unsourced Random Access with Binary Subspace Chirps

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  6. Title:
    Worst-Case Per-User Error Bound for Asynchronous Unsourced Multiple Access

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  7. Title:
    Coding Bounds for the Noisy A-channel, with Applications in Unsourced Communication and Group Testing

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  8. Title:
    Massive Random Access with Massive MIMO

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  9. Title:
    Covariance-Based Activity Detection in Cooperative Multi-Cell Massive MIMO: Scaling Law and Efficient Algorithms

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  10. Title:
    User Activity Detection in Grant-Free Massive Random Access

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  11. Title:
    MTC Access Design with Channel and Device Activity Correlation

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  12. Title:
    Gaussian Approximations for AMP via Coupling

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  13. Title:
    From Spectral Estimators to Approximate Message Passing... and Back

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  14. Title:
    Memory AMP and Recent Results on Its Implementation

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  15. Title:
    OpAMP: Linear Operator Approximate Message Passing

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  16. Title:
    Concatenated Coding-Free Massive Unsourced Random via Bilinear Vector Approximate Message Passing

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  17. Title:
    Data-Driven Signal Detection and Likelihood-Free Inference

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  18. Title:
    Sketch-based Community Detection

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  19. Title:
    Sample complexity of parameter estimation in logistic regression

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  20. Title:
    Low-Bandwidth Computation on Top of Error Correction

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