Huigang Chen

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 5

Top Topics

Machine Learning

Causal Inference

Top Venues

Publications

Jeong-Yoon Lee, Yifeng Wu, Totte Harinen, Jing Pan, Paul Lo, Zhenyu Zhao, Huigang Chen, Zeyu Zheng, Hasta Vanchinathan, Yingfei Wang, Roland Stevenson
2nd Workshop on Causal Inference and Machine Learning in Practice. KDD (2024)
Jeong-Yoon Lee, Yifeng Wu, Keith Battocchi, Fabio Vera, Zhenyu Zhao, Totte Harinen, Jing Pan, Huigang Chen, Zeyu Zheng, Chu Wang, Yingfei Wang, Xinwei Ma
Causal Inference and Machine Learning in Practice: Use Cases for Product, Brand, Policy and Beyond. KDD (2023)
Vasilis Syrgkanis, Greg Lewis, Miruna Oprescu, Maggie Hei, Keith Battocchi, Eleanor Dillon, Jing Pan, Yifeng Wu, Paul Lo, Huigang Chen, Totte Harinen, Jeong-Yoon Lee
Causal Inference and Machine Learning in Practice with EconML and CausalML: Industrial Use Cases at Microsoft, TripAdvisor, Uber. KDD (2021)
Jing Pan, Vincent Pham, Mohan Dorairaj, Huigang Chen, Jeong-Yoon Lee
Adversarial Validation Approach to Concept Drift Problem in Automated Machine Learning Systems. CoRR (2020)
Huigang Chen, Totte Harinen, Jeong-Yoon Lee, Mike Yung, Zhenyu Zhao
CausalML: Python Package for Causal Machine Learning. CoRR (2020)
Huigang Chen, John S. Baras
Combined single-path routing and flow control in many-user region: a case for nash efficiency. CDC (2007)