Efficient Natural Gradient Descent Methods for Large-Scale PDE-Based Optimization Problems
Author:
Affiliation:
1. Department of Mathematics, University of California Los Angeles, Los Angeles, CA 90095 USA.
2. Harvard University, Cambridge, MA 02138 USA.
3. Department of Mathematics, Cornell University, Ithaca, NY 14853 USA.
Funder
AFOSR
Courant Institute of Mathematical Sciences, New York University
NSF
Walter Haefner Foundation
ETH Zürich Foundation
Publisher
Society for Industrial & Applied Mathematics (SIAM)
Subject
Applied Mathematics,Computational Mathematics
Reference44 articles.
1. Differential-Geometrical Methods in Statistics
2. Natural Gradient Works Efficiently in Learning
3. Adaptive blind signal processing-neural network approaches
4. Lectures on Optimal Transport
5. Lectures in Mathematics ETH Zürich;Ambrosio L.,2008
Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Riemannian Natural Gradient Methods;SIAM Journal on Scientific Computing;2024-01-22
2. Stochastic representation of many-body quantum states;Nature Communications;2023-06-16
3. Geometry and convergence of natural policy gradient methods;Information Geometry;2023-06-02
4. Learning dynamics on invariant measures using PDE-constrained optimization;Chaos: An Interdisciplinary Journal of Nonlinear Science;2023-06-01
5. Taming hyperparameter tuning in continuous normalizing flows using the JKO scheme;Scientific Reports;2023-03-18
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3