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  "path": "/t/looking-for-arxiv-cs-lg-endorser-for-psilogic-optimizer/177109#post_1",
  "publishedAt": "2026-06-23T18:02:34.000Z",
  "site": "https://discuss.huggingface.co",
  "tags": [
    "GitHub - Troxter222/psilogic: PsiLogic: An Active Cancellation Optimizer for Deep Neural Networks. · GitHub",
    "Log in to arXiv | arXiv e-print repository"
  ],
  "textContent": "Hello,\n\nMy name is Ali, I am a 16-year-old independent researcher. I have recently developed PsiLogic a chaos-aware active cancellation optimizer built on top of Adam.\n\nI’ve evaluated it against AdamW and Lion using a rigorous, bias-mitigated benchmark protocol (FairBench) on an NVIDIA H100 GPU across multiple tasks (NLP, ViT, ResNet, Diffusion). PsiLogic achieved the best validation metrics in 3 out of 4 arenas, and is statistically tied in the fourth, though it currently incurs some step-time overhead.\n\nI am trying to submit my preprint to arXiv (`cs.LG` - Machine Learning) but as a first-time submitter with no institutional email, I need an endorsement.\n\n  * GitHub Repo (contains full Paper PDF, code, and FairBench harness): GitHub - Troxter222/psilogic: PsiLogic: An Active Cancellation Optimizer for Deep Neural Networks. · GitHub\n  * arXiv Endorsement Link: Log in to arXiv | arXiv e-print repository\n  * Endorsement Code: `4ACC37`\n\n\n\nI would be incredibly grateful if any eligible `cs.LG` author could take a quick look at my paper/code and endorse my submission\n\nThank you so much for your time",
  "title": "Looking for arXiv cs.LG endorser for PsiLogic optimizer"
}