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The high-d landscapes paradigm: spin-glasses, and beyond
arXiv - PHYS - Disordered Systems and Neural Networks Pub Date : 2022-09-16 , DOI: arxiv-2209.07975 Valentina Ros, Yan V. Fyodorov
arXiv - PHYS - Disordered Systems and Neural Networks Pub Date : 2022-09-16 , DOI: arxiv-2209.07975 Valentina Ros, Yan V. Fyodorov
We review recent developments on the characterization of random landscapes in
high-dimension. We focus in particular on the problem of characterizing the
landscape topology and geometry, discussing techniques to count and classify
its stationary points and stressing connections with the statistical physics of
disordered systems and with random matrix theory.
中文翻译:
高维景观范式:旋转眼镜等
我们回顾了高维随机景观表征的最新进展。我们特别关注描述景观拓扑和几何特征的问题,讨论对其静止点进行计数和分类的技术,并强调与无序系统的统计物理学和随机矩阵理论的联系。
更新日期:2022-09-19
中文翻译:
高维景观范式:旋转眼镜等
我们回顾了高维随机景观表征的最新进展。我们特别关注描述景观拓扑和几何特征的问题,讨论对其静止点进行计数和分类的技术,并强调与无序系统的统计物理学和随机矩阵理论的联系。