Unit Tests for Stochastic Optimization.pdf
2021-03-12 09:13:53 8.26MB 深度学习
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关于“随机逼近”理论和应用的经典著作,Kushner和George Yin 2003年新版,在随机优化、Machine Learning, 金融分析,系统控制等领域有广泛的应用。
2021-03-10 22:30:43 2.96MB Stochastic Approximation,随机逼近
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GTM274 Brownian Motion, Martingales, and Stochastic Calculus, Jean-François Le Gall, Spinger 2016.pdf
2021-02-27 11:11:46 2.33MB math
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本书是毛学荣著的随机微分等式及其应用,里面有伊藤积分,随机微分等式,布朗运动,各种关于随机微分的知识,如果是学习随机过程方向的同学,真本书是很值得深入学习的一本专业书
2021-02-24 14:24:02 2.83MB 毛学荣 随机微分等式
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考虑了随机离散事件系统中的故障可预测性。 引入了渐近几乎确定的可预测性(或AAS可预测性)的概念,并获得了AAS可预测性的充要条件。
2021-02-24 14:04:28 729KB Fault prediction; stochastic discrete
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Probability-Dependent Gain-Scheduled Filtering for Stochastic Systems With Missing Measurements
2021-02-20 20:08:56 162KB 研究论文
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Ioannis Karatzas, Steven E. Shreve Brownian Motion and Stochastic Calculus, 2nd Edition 1996
2021-02-19 17:46:43 3.53MB Brownian Motion Stochastic Calculus
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Video shots are often treated as the basic elements for retrieving information from videos. In recent years, video shotcategorization has received increasing attention, but most of the methods involve a procedure of supervised learning, i.e., training a multi-class predictor (classifier) on the labeled data. In this paper, we study a general framework to unsupervisedly discover video shot categories. The contributions are three-fold in feature, representation, and inference: (1) A new feat
2021-02-09 18:05:54 768KB Category discovery; graph partition;
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Wind energy has been drawing considerable attention in recent years. However, due to the random nature of wind and high failure rate of wind energy conversion systems (WECSs), how to implement fault-tolerant WECS control is becoming a significant issue. This paper addresses the fault-tolerant contro
2021-02-07 12:05:18 1.55MB 研究论文
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A First Course in Stochastic Processes, Second Edition.pdf Samuel Karlin, Howard M.Taylor
2020-02-01 03:16:34 42.83MB math
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