Active Subspace of Neural Networks: Structural Analysis and Universal Attacks
Author:
Funder
Ministry of Education and Science of the Russian Federation
University of California, Santa Barbara
Publisher
Society for Industrial & Applied Mathematics (SIAM)
Link
https://epubs.siam.org/doi/pdf/10.1137/19M1296070
Reference31 articles.
1. Nonmonotone Spectral Projected Gradient Methods on Convex Sets
2. Active Subspace Methods in Theory and Practice: Applications to Kriging Surfaces
Cited by 15 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. Learning Active Subspaces for Effective and Scalable Uncertainty Quantification in Deep Neural Networks;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14
2. Gradient-Based Empirical Risk Minimization Using Local Polynomial Regression;Stochastic Systems;2024-03-26
3. Optimization-based adversarial perturbations against twin support vector machines;Computers & Security;2024-01
4. Federated Optimization of Smooth Loss Functions;IEEE Transactions on Information Theory;2023-12
5. Model-independent detection of new physics signals using interpretable SemiSupervised classifier tests;The Annals of Applied Statistics;2023-12-01
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