机器学习研究杂志(Journal Of Machine Learning Research)是一本由Microtome Publishing出版的一本工程技术-计算机:人工智能学术刊物,主要报道工程技术-计算机:人工智能相关领域研究成果与实践。本刊已入选来源期刊,该刊创刊于2001年,出版周期Bimonthly。2021-2022年最新版WOS分区等级:Q1,2023年发布的影响因子为4.3,CiteScor...
《 Journal of Machine Learning Research》自引率于2021年呈大幅下降趋势,2022-2023年自引率为0%,预计未来自引率还是处于低位。 3、分区 《 Journal of Machine Learning Research》期刊在2022年12月升级版中的中科院分区位于大类计算机科学三区,小类位于自动化与控制系统、计算机:人工智能三区。 《Journal of Mach...
Journal of Machine Learning Research《机械学习研究杂志》(不定期). The Journal of Machine Learning Research (JMLR), established in 2000, provides an...[显示全部] 给编辑部投稿-->官网投稿 收藏本刊 报刊点评 咨询编辑部 纠错、补充 征稿信息
Journal of Machine Learning Research 3 (2003) 993-1022 Submitted 2/02; Published 1/03 Latent Dirichlet Allocation 来自 ResearchGate 喜欢 0 阅读量: 1014 作者:DM Blei,AY Ng,MI Jordan,J Lafferty 摘要: We describe latent Dirichlet allocation (LDA), a generative probabilistic model for collections ...
Classical statistical learning theory studies the generalisation performance of machine learning algorithms rather indirectly. One of the main detours is that algorithms are studied in terms of the hypothesis class that they draw their hypotheses from. In this paper, motivated by the luckiness framework...
Journal of Machine Learning Research 3 (2003) 1307-1331 Submitted 5/02; Published 3/03 Sufficient Dimensionality ReductionDimensionality reduction of empirical co-occurrence data is a fundamental problem in unsupervised learning. It is also ... A Globerson,N Tishby,I Guyon,... - 《Journal of Ma...
R-max is a very simple model-based reinforcement learning algorithm which can attain near-optimal average reward in polynomial time. In R-max, the agent always maintains a complete, but possibly inaccurate model of its environment and acts based on the optimal policy derived from this model. Th...
Janvin, "A neural probabilistic language model," The Journal of Machine Learning Research, vol. 3, pp. 1137-1155, 2003.Bengio, Y., Ducharme, R., Vincent, P., Jauvin, C.: A neural probabilistic language model. Journal of ... R Roosalu 被引量: 0发表: 2019年 加载更多研究点推荐 st...
《机器学习研究杂志》(Journal Of Machine Learning Research)是一本以工程技术-计算机:人工智能综合研究为特色的国际期刊。该刊由Microtome Publishing出版商创刊于2001年,刊期Bimonthly。该刊已被国际重要权威数据库SCIE收录。期刊聚焦工程技术-计算机:人工智能领域的重点研究和前沿进展,及时刊载和报道该领域的研究成果,致...
期刊简介:The Journal of Machine Learning Research (JMLR) provides an international forum for the electronic and paper publication of high-quality scholarly articles in all areas of machine learning. All published papers are freely available online. JMLR has a commitment to rigorous yet rapid reviewing...