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1. Continuing Mapping Theorem 2. Silverstein Theorem
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6.1 Non-asymptotic Analysis: Concentration inequality 6.2 Non-asymptotic Analysis: extreme singular values
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电子科技大学:《贝叶斯学习与随机矩阵及在无线通信中的应用 BI-RM-AWC》课程教学资源(课件讲稿)07 Analysis of neural networks - a random matrix approach
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电子科技大学:《贝叶斯学习与随机矩阵及在无线通信中的应用 BI-RM-AWC》课程教学资源(课件讲稿)05 Free Probability
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电子科技大学:《先进计算机网络技术》课程教学资源(课件讲稿)Introduction(冯钢)
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 What and why is traffic shaping and traffic policing  Leaky Bucket  Token Bucket Traffic  Generic Cell Rate Algorithm (GCRA) -Virtual scheduling algorithm implementati - Leaky bucket algorithm implementation
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• Why packet drop • Classification of drop strategies • IP Active Queue Management(AQM) - RED - FRED - BLUE - RIO • Case study: Performance of Selective Discard
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• Overview of QoS in IP networks • Integrated Service model (IntServ) • Resource Reservation Protocol (RSVP) • Differentiated Services model (DiffServ)
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• Introduction to Traffic Engineering • Historical and Present Traffic Engineering Approaches • Recommendations for Internet Traffic Engineering • Contemporary TE Practices in Operational IP Networks
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• What is AI • Why AI in Wireless Networks • Reinforcement Learning at Mobile Network Edge • Case Study - SMART Handoff Policy in mmWave HetNets - Multi-Agent RL-Based Content Local Caching
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