Posts by Tags

Information Theory

Lower Bounds for Minimax Problems

7 minute read

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:

Statistics

Lower Bounds for Minimax Problems

7 minute read

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:

algorithm

Notes for Causal Inference

less than 1 minute read

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!

causal inference

Notes for Causal Inference

less than 1 minute read

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!

convex optimization

Distributed Optimization Algorithms

1 minute read

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

less than 1 minute read

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!

decentralized optimization

Distributed Optimization Algorithms

1 minute read

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:

statistics

Notes for Causal Inference

less than 1 minute read

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!