| 1. | | ISR: Invertible Symbolic Regression (2024) (arxiv.org) |
| 7 points by liamdgray 7 months ago | past | 1 comment |
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| 2. | | Neural Symbolic Regression that scales (2021) (mlr.press) |
| 1 point by liamdgray 7 months ago | past | 1 comment |
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| 3. | | Recasting Self-Attention with Holographic Reduced Representations (2023) (mlr.press) |
| 2 points by liamdgray 7 months ago | past | 1 comment |
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| 4. | | Composing Linear Layers from Irreducibles (arxiv.org) |
| 2 points by liamdgray 7 months ago | past | 1 comment |
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| 5. | | Introduction to latent variable energy-based models (2024) (iop.org) |
| 2 points by liamdgray 7 months ago | past | 1 comment |
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| 6. | | Modern Methods in Associative Memory (arxiv.org) |
| 5 points by liamdgray 7 months ago | past | 1 comment |
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| 7. | | Dense Associative Memory for Pattern Recognition (2016) (neurips.cc) |
| 2 points by liamdgray 7 months ago | past | 1 comment |
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| 8. | | How to put algorithms into neural networks? (2019) [video] (youtube.com) |
| 3 points by liamdgray 7 months ago | past | 1 comment |
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| 9. | | Improved Analytic Learned Iterative Shrinkage Thresholding Algorithm (mdpi.com) |
| 2 points by liamdgray 7 months ago | past | 1 comment |
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| 10. | | In-context denoising with one-layer transformers (openreview.net) |
| 3 points by liamdgray 7 months ago | past | 1 comment |
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| 11. | | Algorithm Unrolling: Interpretable, Efficient Deep Learning for Sig&Img (2019) (arxiv.org) |
| 1 point by liamdgray 7 months ago | past | 1 comment |
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| 12. | | Hopfield Networks Is All You Need (2020) (arxiv.org) |
| 41 points by liamdgray 7 months ago | past | 6 comments |
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| 13. | | Hypertokens: Holographic Associative Memory in Tokenized LLMs (arxiv.org) |
| 3 points by liamdgray 7 months ago | past | 8 comments |
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| 14. | | Universal pre-training by iterated random computation (arxiv.org) |
| 37 points by liamdgray 8 months ago | past | 6 comments |
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| 15. | | Understanding Is Compression (arxiv.org) |
| 3 points by liamdgray 10 months ago | past | 1 comment |
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| 16. | | The Deep Learning Model of Higher-Lower-Order Cognition, Memory, and Affection (arxiv.org) |
| 1 point by liamdgray 10 months ago | past | 1 comment |
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| 17. | | Digital recording system with time-bracketed authentication by on-line challenge (patents.google.com) |
| 1 point by liamdgray 11 months ago | past | 1 comment |
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| 18. | | ScienceWorld: Is your Agent Smarter than a 5th Grader? (arxiv.org) |
| 2 points by liamdgray 11 months ago | past | 1 comment |
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| 19. | | CodeScientist: Automated scientific discovery system for code-based experiments (github.com/allenai) |
| 15 points by liamdgray 11 months ago | past | 1 comment |
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| 20. | | Synthetic-1: Scaling Distributed Synthetic Data Generation for VerifiedReasoning (primeintellect.ai) |
| 1 point by liamdgray on Feb 12, 2025 | past | 1 comment |
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| 21. | | A Prescriptive Theory for Brain-Like Inference (arxiv.org) |
| 2 points by liamdgray on Oct 31, 2024 | past | 1 comment |
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