Symmetry-quotient Flatness and Generalization

arXiv:2609.31634 · cs.LG, stat.ML · Submitted 2026-09-10 · Read on arXiv

cs.LG, stat.ML

Submitted: 2026-09-10

Updated: 2026-09-10

Comments: Accepted to 33rd International Conference on Neural Information Processing (ICONIP 2026) as an extended abstract. This version is the full paper

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Generalization — 46× in this paper · explained in 13 episodes
• Trace — 8× in this paper · explained in 2 episodes
• Generalization Bounds — 5× in this paper · explained in 2 episodes
• Regularization — 3× in this paper · explained in 3 episodes
• Stochastic Gradient Descent — 3× in this paper
• Stochastic Gradient Descent (SGD) — 3× in this paper · explained in 5 episodes
• Verification — 2× in this paper · explained in 2 episodes
• Redundancy — 1× in this paper · explained in 2 episodes

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