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liamdgray

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  1. ISR: Invertible Symbolic Regression (2024) (arxiv.org)
    7 points 1
  2. Neural Symbolic Regression that scales (2021) (proceedings.mlr.press)
    1 points 1
  3. Recasting Self-Attention with Holographic Reduced Representations (2023) (proceedings.mlr.press)
    2 points 1
  4. Composing Linear Layers from Irreducibles (arxiv.org)
    2 points 1
  5. Introduction to latent variable energy-based models (2024) (iopscience.iop.org)
    2 points 1
  6. Modern Methods in Associative Memory (arxiv.org)
    5 points 1
  7. Dense Associative Memory for Pattern Recognition (2016) (proceedings.neurips.cc)
    2 points 1
  8. How to put algorithms into neural networks? (2019) [video] (youtube.com)
    3 points 1
  9. Improved Analytic Learned Iterative Shrinkage Thresholding Algorithm (mdpi.com)
    2 points 1
  10. In-context denoising with one-layer transformers (openreview.net)
    3 points 1
  11. Algorithm Unrolling: Interpretable, Efficient Deep Learning for Sig&Img (2019) (arxiv.org)
    1 points 1
  12. Hopfield Networks Is All You Need (2020) (arxiv.org)

    https://github.com/ml-jku/hopfield-layers

    41 points 6
  13. Hypertokens: Holographic Associative Memory in Tokenized LLMs (arxiv.org)
    3 points 5
  14. Universal pre-training by iterated random computation (arxiv.org)
    20 points 5
  15. Understanding Is Compression (arxiv.org)
    3 points 1
  16. The Deep Learning Model of Higher-Lower-Order Cognition, Memory, and Affection (arxiv.org)
    1 points 1
  17. Digital recording system with time-bracketed authentication by on-line challenge (patents.google.com)
    1 points 1
  18. ScienceWorld: Is your Agent Smarter than a 5th Grader? (arxiv.org)
    2 points 1
  19. CodeScientist: Automated scientific discovery system for code-based experiments (github.com)
    15 points 1
  20. 1 points 0
  21. 1 points 0
  22. Synthetic-1: Scaling Distributed Synthetic Data Generation for VerifiedReasoning (primeintellect.ai)
    1 points 1
  23. A Prescriptive Theory for Brain-Like Inference (arxiv.org)
    2 points 1