Stochastic Programming
Published:
Introduction to Stochastic Programming, 2011
Blog Posts by Tags
Notes
High Dimensional Probability
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High-Dimensional Probability (2018) - Vershynin 是一本介绍高维变量 concentration inequalities 的书，从 random variable, random vector, random matrix 到 random process，涵盖的内容很广。感激滕佳烨老师的视频！
Stochastic Process
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Summary of SEEM 5580, 2024 Fall.
OM
Inventory Management入门教程
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Grok生成的Inventory Management入门教程。
OM 入门指南
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links
RO
DRO介绍
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文献概述
Robustness in Mechanism Design
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book
高等概率统计著作
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教材概览。
statistics
Inverse Probability Weighting and Importance Sampling
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Inverse Probability Weighting (IPW) 是因果推断里解决 randomness is violated 问题的 reweighting 方法；Importance Sampling (IS) 是统计计算里的 reweighting 方法。Philip 老师在课堂上说二者是同一个方法在不同的领域命名；我想在这里记录一下我的理解。
基础课
Optimization & Game Theory
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多目标优化问题，很可能不存在让多目标同时最优的解。
经验谈
Server运行中有用的命令
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都是泪…
Latex Notation
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避免被老师卷 To avoid being criticized by professor