| April 1 |
14:00-22:00 |
Registration |
| April 2 |
08:50-09:10 |
Opening ceremony |
Jiafeng Guo (CAS) |
| 09:10-09:40 |
Huazhen Lin
（Southwestern University of Finance and Economics）
|
Robust and efficient estimation for treatment effect in causal inference |
Wei Chen
(CAS)
|
| 09:40-10:10 |
Peng Cui
（Tsinghua University）
|
Causal-Inspired Stable Learning |
| 10:10-10:40 |
Wei Lin
（Peking University）
|
Deconfounding with the Blessing of Dimensionality |
| 10:40-11:00 |
Coffee Break |
| 11:00-11:30 |
Wang Miao
（Peking University）
|
Causal Inference, Observational Research and the Nobel Prize in Economics |
Changliang Zou
(NKU)
|
| 11:30-12:00 |
Rui Ding
（Microsoft）
|
Supervised Causal Learning: A New Frontier of Causal Discovery |
| 12:00-12:30 |
Lei Wang
（Nankai University）
|
Generalized regression estimators for average treatment effect with multicollinearity in high-dimensional covariates |
| 12:30-14:00 |
Lunch |
| 14:00-14:30 |
Wei Chen
（Microsoft）
|
Combinatorial Causal Bandit |
Wang Miao
(PKU)
|
| 14:30-15:00 |
Ling Zhou
（Southwestern University of Finance and Economics）
|
Confederated learning and Inference |
| 15:00-15:30 |
Zheng Zhang
（Renmin University of China）
|
Nonparametric Estimation of Continuous Treatment Effect with Measurement Error |
| 15:30-15:50 |
Coffee Break |
| 15:50-16:20 |
Lin Liu
（Shanghai Jiaotong University）
|
A novel stable higher-order influence function estimators for doubly-robust functionals |
Wei Chen
(Microsoft)
|
| 16:20-16:50 |
Wei Li
（Renmin University of China）
|
Estimation and inference for high-dimensional nonparametric additive instrumental-variables regression |
| 16:50-17:20 |
Chang Liu
（Microsoft）
|
Improving out-of-Distribution Performance of Machine Learning Models from a Causal Perspective |
