One-Pass Learning via Bridging Orthogonal Gradient Descent and Recursive Least-Squares

Author:

Min Youngjae1,Ahn Kwangjun1,Azizan Navid1

Affiliation:

1. Massachusetts Institute of Technology,Laboratory for Information and Decision Systems,Cambridge,MA,USA,02139

Publisher

IEEE

Reference20 articles.

1. One-Pass Learning via Bridging Orthogonal Gradient Descent and Recursive Least-Squares

2. Learning overparameterized neural networks via stochastic gradient descent on structured data;li;Advances in neural information processing systems,2018

3. Online Deep Learning: Learning Deep Neural Networks on the Fly

4. Streamed learning:´ one-pass svms;rai;Proceedings of the 21st International Joint Conference on Artificial Intelligence,2009

5. Revisiting recursive least squares for training deep neural networks;zhang,2021

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. A Comprehensive Survey of Continual Learning: Theory, Method and Application;IEEE Transactions on Pattern Analysis and Machine Intelligence;2024-08

2. Π-ORFit: One-Pass Learning with Bregman Projection;2024 American Control Conference (ACC);2024-07-10

3. Combined Diffusion Adaptation on Adaptive Leaky Criterion and Orthogonal Gradient Algorithm;2023 20th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON);2023-05-09

4. A Continual Learning Algorithm Based on Orthogonal Gradient Descent Beyond Neural Tangent Kernel Regime;IEEE Access;2023

5. One-Pass Learning via Bridging Orthogonal Gradient Descent and Recursive Least-Squares;2022 IEEE 61st Conference on Decision and Control (CDC);2022-12-06

同舟云学术

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