NeuralGrok (wip)

Explorations into the proposed NeuralGrok from Zhou et al. of EPFL

Citations

@misc{zhou2025neuralgrokaccelerategrokkingneural,
    title   = {NeuralGrok: Accelerate Grokking by Neural Gradient Transformation}, 
    author  = {Xinyu Zhou and Simin Fan and Martin Jaggi and Jie Fu},
    year    = {2025},
    eprint  = {2504.17243},
    archivePrefix = {arXiv},
    primaryClass = {cs.LG},
    url     = {https://arxiv.org/abs/2504.17243}, 
}

@misc{golechha2024progressmeasuresgrokkingrealworld,
    title   = {Progress Measures for Grokking on Real-world Tasks}, 
    author  = {Satvik Golechha},
    year    = {2024},
    eprint  = {2405.12755},
    archivePrefix = {arXiv},
    primaryClass = {cs.LG},
    url     = {https://arxiv.org/abs/2405.12755}, 
}