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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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About Me
About me
Posts
Lower Bounds for Minimax Problems
Published:
In the classical estimation problem in statistics, mean-squared error is a frequantly-used risk function to measure the fitness of certain estimator of certain parameters, which we could generalize as the following formulations:
Information theory and statistics
Published:
Here I’ll update some important knowledge about information theory and its connection to statistics. You could refer to this textbook by John.C.Duchi.https://web.stanford.edu/class/stats311/lecture-notes.pdf
Distributed Optimization Algorithms
Published:
近几天在学习分布式优化，这里对我从参考书和论文中的算法设计历史脉络以及open problems做一个整理：
Notes for Convex Optimization
Published:
本期开始会不定期更新有关凸优化、分布式优化、联邦学习的学习笔记，敬请期待！
Notes for Causal Inference
Published:
本期开始会不定期更新有关因果推断及其算法的学习笔记，敬请期待！
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Summer Research with topic on Empirical Bayes
Published:
Here is the Github repo of my Summer Research in HKUST with topic on Empirical Bayes during July 2022, which contains the final report and R code.