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