随机梯度朗格万动力学的批归一化预处理

IF 4.3 3区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS Journal of Machine Learning Research Pub Date : 2023-06-01 DOI:10.4208/jml.220726a
Susanne Lange, Wei Deng, Q. Ye, Guang Lin
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Batch Normalization Preconditioning for Stochastic Gradient Langevin Dynamics
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来源期刊
Journal of Machine Learning Research
Journal of Machine Learning Research 工程技术-计算机:人工智能
CiteScore
18.80
自引率
0.00%
发文量
2
审稿时长
3 months
期刊介绍: 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. JMLR seeks previously unpublished papers on machine learning that contain: new principled algorithms with sound empirical validation, and with justification of theoretical, psychological, or biological nature; experimental and/or theoretical studies yielding new insight into the design and behavior of learning in intelligent systems; accounts of applications of existing techniques that shed light on the strengths and weaknesses of the methods; formalization of new learning tasks (e.g., in the context of new applications) and of methods for assessing performance on those tasks; development of new analytical frameworks that advance theoretical studies of practical learning methods; computational models of data from natural learning systems at the behavioral or neural level; or extremely well-written surveys of existing work.
期刊最新文献
Convergence for nonconvex ADMM, with applications to CT imaging. Effect-Invariant Mechanisms for Policy Generalization. Nonparametric Regression for 3D Point Cloud Learning. Batch Normalization Preconditioning for Stochastic Gradient Langevin Dynamics Why Self-Attention is Natural for Sequence-to-Sequence Problems? A Perspective from Symmetries
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