"gradient variance analysis" Papers

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Gradient Variance Reveals Failure Modes in Flow-Based Generative Models

Teodora Reu, Sixtine Dromigny, Michael Bronstein et al.

NEURIPS 2025spotlightarXiv:2510.18118

Adaptive-Gradient Policy Optimization: Enhancing Policy Learning in Non-Smooth Differentiable Simulations

Feng Gao, Liangzhi Shi, Shenao Zhang et al.

Subsampling is not Magic: Why Large Batch Sizes Work for Differentially Private Stochastic Optimisation

Ossi Räisä, Joonas Jälkö, Antti Honkela

ICML 2024arXiv:2402.03990