在人工智能快速发展背景下,美国地球物理学会(AGU)于2023年12月隆重推出JGR: Machine Learning and Computation(JGR MLC)创刊号,中国科学院海洋研究所李晓峰研究员担任该期刊编辑。 JGR MLC是一本开放获取的学术期刊,专注于发表基于统计分析、机器学习、人工智能和数学模型的创新数据驱动和计算方法的研究成果,旨在推动地球...
Journal of Geophysical Research: Machine Learning and Computation is an open access journal dedicated to the publication of research that develops and explores innovative data-driven and computational methodologies based on statistical analysis, machine learning, artificial intelligence, and mathematical models...
In this collection we highlight a selection of recent computational studies published in Nature Communications, featuring advances in computational chemistry methods and progress towards machine learning approaches.
Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics: 11th European Conference, EvoBIO 2013, Vienna, Austria, April 3-5, 2013. ProceedingsThe performance of searching agents, or metaheuristics, like evolutionary ... JingyanWang 被引量: 0发表: 2017年 [Lecture Notes in Compute...
G., Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning), The MIT Press, March 1998.Richard S. Sutton and Andrew G. Barto, Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning), The MIT Press, 3rd edn., March 1998....
23rd International Conference on Machine Learning 353–360 (ACM, 2006). 94. Biggio, B. et al. Evasion attacks against machine learning at test time. In Proc. Joint European Conference on Machine Learning and Knowledge Discovery in Databases 387–402 (Springer, 2013). 95. Tramèr, F. et al...
首先，我觉得有必要强调，learning theory虽然是machine learning相关的，但是本质上它是theory。从learning ...
Machine Learning 作者:Kevin Murphy 出版社:MIT Press 副标题:A Probabilistic Perspective 出版年:2012-9-18 页数:1096 定价:USD 90.00 装帧:Hardcover 丛书:Adaptive Computation and Machine Learning ISBN:9780262018029 豆瓣评分 9.1 356人评价 5星 67.7%...
隐私(Privacy)是联邦学习(Federated Learning)的基本属性之一。以下介绍联邦学习的主要隐私技术: 安全多方计算(Secure Multi-party Computation SMC)。SMC安全模型自然涉及多方,并在一个定义明确的模拟框架中提供安全证明,以保证完全的 Zero knowledge ,也就是说,每一方除了其输入和输出外什么都不知道。Zero knowledge 是...