Poster "natural gradient optimization" Papers

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ANaGRAM: A Natural Gradient Relative to Adapted Model for efficient PINNs learning

Nilo Schwencke, Cyril Furtlehner

ICLR 2025posterarXiv:2412.10782
4
citations

Sobolev Space Regularised Pre Density Models

Mark Kozdoba, Binyamin Perets, Shie Mannor

ICML 2024posterarXiv:2307.13763

TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision

Zhuo Chen, Jacob McCarran, Esteban Vizcaino et al.

ICML 2024posterarXiv:2404.10771

Understanding Stochastic Natural Gradient Variational Inference

Kaiwen Wu, Jacob Gardner

ICML 2024posterarXiv:2406.01870