RECORD: Resource Constrained Semi-Supervised Learning under Distribution Shift

Author:

Guo Lan-Zhe1,Zhou Zhi1,Li Yu-Feng1

Affiliation:

1. Nanjing University, Nanjing, China

Funder

The NSFC

National Key R&D Program of China

The Fundamental Research Funds for the Central Universities

Publisher

ACM

Reference34 articles.

1. David Berthelot Nicholas Carlini Ian J. Goodfellow Nicolas Papernot Avital Oliver and Colin Raffel. 2019. MixMatch: A Holistic Approach to Semi-Supervised Learning. In NeurIPS. 5050--5060. David Berthelot Nicholas Carlini Ian J. Goodfellow Nicolas Papernot Avital Oliver and Colin Raffel. 2019. MixMatch: A Holistic Approach to Semi-Supervised Learning. In NeurIPS. 5050--5060.

2. Albert Bifet Geoffrey Holmes Bernhard Pfahringer and Ricard Gavaldà. 2011. Detecting Sentiment Change in Twitter Streaming Data. In WAPA. 5--11. Albert Bifet Geoffrey Holmes Bernhard Pfahringer and Ricard Gavaldà. 2011. Detecting Sentiment Change in Twitter Streaming Data. In WAPA. 5--11.

3. Gregory Ditzler and Robi Polikar. 2011. Semi-Supervised Learning in Nonstationary Environments. In IJCNN. 2741--2748. Gregory Ditzler and Robi Polikar. 2011. Semi-Supervised Learning in Nonstationary Environments. In IJCNN. 2741--2748.

4. COMPOSE: A Semisupervised Learning Framework for Initially Labeled Nonstationary Streaming Data

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. Perovskite-based optoelectronic systems for neuromorphic computing;Nano Energy;2024-02

2. Resource-Constrained Multisource Instance-Based Transfer Learning;IEEE Transactions on Neural Networks and Learning Systems;2023

3. Semi-supervised Drifted Stream Learning with Short Lookback;Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2022-08-14

4. Scarcity of Labels in Non-Stationary Data Streams: A Survey;ACM Computing Surveys;2022-01-21

5. Efficient unsupervised drift detector for fast and high-dimensional data streams;Knowledge and Information Systems;2021-04-09

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