Jeong-Yoon Lee

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 8

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)
Usama M. Fayyad, Arno Candel, Eduardo Ariño de la Rubia, Szilárd Pafka, Anthony Chong, Jeong-Yoon Lee
Benchmarks and Process Management in Data Science: Will We Ever Get Over the Mess? KDD (2017)
Tam T. Nguyen, Ebrahim Bagheri, Jeong-Yoon Lee, Hang Li, Mert Bay, Song Chen
Learning event count models with application to affiliation ranking. CASCON (2017)
Jeong-Yoon Lee, Youngmin Oh, Sung Shin Kim, Robert A. Scheidt, Nicolas Schweighofer
Optimal Schedules in Multitask Motor Learning. Neural Comput. 28 (4) (2016)
Jeong-Yoon Lee, Chansu Yu, Kang G. Shin, Young-Joo Suh
Maximizing Transmission Opportunities in Wireless Multihop Networks. IEEE Trans. Mob. Comput. 12 (9) (2013)
Joo-Young Baek, Jeong-Yoon Lee, Young-Joo Suh
An elastic compensation model for frame-based scheduling algorithms in wireless networks. Comput. Networks 57 (3) (2013)
Chansu Yu, Tianning Shen, Kang G. Shin, Jeong-Yoon Lee, Young-Joo Suh
Multihop Transmission Opportunity in Wireless Multihop Networks. INFOCOM (2010)
Jeong-Yoon Lee, Woo-Jae Kim, Joo-Young Baek, Young-Joo Suh
A Wireless Network Coding Scheme with Forward Error Correction Code in Wireless Mesh Networks. GLOBECOM (2009)