Hardness Results for Neural Network Approximation Problems
Author:
Publisher
Springer Berlin Heidelberg
Link
http://link.springer.com/content/pdf/10.1007/3-540-49097-3_5
Reference19 articles.
1. Sanjeev Arora, Laszlo Babai, Jacques Stern, and Z. Sweedyk. Hardness of approximate optima in lattices, codes, and linear systems. Journal of Computer and System Sciences, 54(2):317–331, 1997.
2. Eric B. Baum. On learning a union of half-spaces. Journal of Complexity, 6:67–101, 1990.
3. A.L. Blum and R.L. Rivest. Training a 3-node neural network is NP-complete. Neural Networks, 5(1):117–127, 1992.
4. Bhaskar DasGupta, Hava T. Siegelmann, and Eduardo D. Sontag. On the complexity of training neural networks with continuous activation functions. IEEE Transactions on Neural Networks, 6(6):1490–1504, 1995.
5. András Faragó and Gábor Lugosi. Strong universal consistency of neural network classifiers. IEEE Transactions on Information Theory, 39(4):1146–1151, 1993.
Cited by 9 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. On the Bounds of Function Approximations;Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation;2019
2. A Time and Space Efficient Algorithm for Contextual Linear Bandits;Advanced Information Systems Engineering;2013
3. Self-improved gaps almost everywhere for the agnostic approximation of monomials;Theoretical Computer Science;2007-05
4. Maximizing agreements and coagnostic learning;Theoretical Computer Science;2006-01
5. Maximizing Agreements with One-Sided Error with Applications to Heuristic Learning;Machine Learning;2005-05
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