Scaling laws in jet classification.SciPost Physics Core, 8: 034, 2025

Joshua Batson, Yonatan Kahn · 2025 · DOI 10.21468/scipostphyscore.8.1.034

2 Pith papers cite this work. Polarity classification is still indexing.

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hep-ex · 2026-06-18 · unverdicted · novelty 4.0

Pretraining data composition can engineer scaling laws for jet classification to favor data scaling over model scaling.

stat.ML · 2026-06-18 · unverdicted · novelty 2.0

Neural scaling laws in deep learning interact with physics constraints and inductive biases beyond classical statistics.

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Statistical Properties of Training & Generalization stat.ML · 2026-06-18 · unverdicted · none · ref 145
Neural scaling laws in deep learning interact with physics constraints and inductive biases beyond classical statistics.