One-liner: weight decay is the "use it or lose it" simulator
gordic_aleksa · x · 2026-10-19
AI practitioner @gordicaleksa sums up weight decay in one line: it works like a "use it or lose it" simulator, continuously pushing unused weights toward zero. A punchy, meme-able framing of a core regularization mechanism in model training.
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