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Structure & table of contents detected“1. From Gradients to Vibes
2. The AdamVibes Optimizer
3. MNIST, Spiritually
4. Convergence (Eventually)”
Data / proof artifact linked“MNIST runs with loss curves; random seeds chosen by feeling.”
Anonymization verified
Submission Metadata
Track
Main Track
Primary area
Machine Learning
Contribution
Empirical
Keywords
optimization, vibes, MNIST
Abstract
We replace the gradient with a feeling. Our optimizer, AdamVibes, updates parameters in whichever direction seems chill. On MNIST it converges eventually, spiritually.
Table of Contents
1. From Gradients to Vibes
2. The AdamVibes Optimizer
3. MNIST, Spiritually
4. Convergence (Eventually)
Data / Proof
MNIST runs with loss curves; random seeds chosen by feeling.
