Singularity-aware Optimization via Randomized Geometric Probing: Towards Stable Non-smooth Optimization 文章

ArXiv CS.AI2026-05-29NEWSen作者: Ruoran Xu, Borong She, Xiaobo Jin, Qiufeng Wang
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Singularity-aware Optimization via Randomized Geometric Probing: Towards Stable Non-smooth Optimization · 相关技术

相关技术

Local Geometric Instability (LGI) metricS-Adamrandomized directional derivativesLocal Geometric Instability metricClarke subdifferentialAdamquantization operatorsReLU