# Paper_CausalInference_abtest

**Repository Path**: ballgle/Paper_CausalInference_abtest

## Basic Information

- **Project Name**: Paper_CausalInference_abtest
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-08-16
- **Last Updated**: 2025-08-16

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

**以上资料均来自互联网，如有侵权请提issue，感谢～**

这里是因果推理和AB实验相关的小书库，大多只是走过路过看过的一些paper，不100%保质保量保全，也欢迎发现好玩paper的小伙伴贡献自己的一份力量～ 

### Conferenc
2021 10.20 Judea Pearl及因果领域众多专家将聚焦因果机器学习的现状以及未来发展
[2021Summit 因果机器学习第一场](https://www.toutiao.com/w/i1713591667207176/?tt_from=weixin&utm_campaign=client_share&timestamp=1634208817&app=news_article&utm_source=weixin&utm_medium=toutiao_android&use_new_style=1&share_token=5dee6434-37f2-4985-93a6-bdc25f3bb0ef&wxshare_count=1&wid=1634215330517)


KDD 8.15的vitrual conf，Uber&微软联合推销各自的开源项目Causalml&EconML，case study给的还是很有诚意的可以期待一下～
[Causal Inference and Machine Learning in Practice with EconML and CausalML: Industrial Use Cases at Microsoft, TripAdvisor, Uber](https://causal-machine-learning.github.io/kdd2021-tutorial/)

### 读书笔记

[因果推理的春天系列序 - 数据挖掘中的Confounding, Collidar, Mediation Bias](https://www.cnblogs.com/gogoSandy/p/12001724.html)

[AB实验的高端玩法系列1 - AB实验人群定向/个体效果差异/HTE/Uplift Model 论文github收藏](https://www.cnblogs.com/gogoSandy/p/11711336.html)

[AB实验的高端玩法系列2 - 更敏感的AB实验, CUPED！](https://www.cnblogs.com/gogoSandy/p/11749262.html)

[AB实验的高端玩法系列3 - AB组不随机？观测试验？Propensity Score ](https://www.cnblogs.com/gogoSandy/p/11796536.html)

[AB实验的高端玩法系列4- 实验渗透低？用户未被触达？CACE/LATE ](https://www.cnblogs.com/gogoSandy/p/12467013.html)

[AB实验人群定向HTE模型1 - Causal Tree](https://www.cnblogs.com/gogoSandy/p/11711918.html)

[AB实验人群定向HTE模型2 - Causal Tree with Trigger ](https://www.cnblogs.com/gogoSandy/p/11718313.html)

[AB实验人群定向HTE模型4 - Double Machine Learning](https://www.cnblogs.com/gogoSandy/p/12285168.html)

[AB实验人群定向HTE模型5 - Meta Learner ](https://www.cnblogs.com/gogoSandy/p/12358898.html)