Totte Harinen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

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)
Rumen Iliev, Alexandre L. S. Filipowicz, Emily Sarah Sumner, Francine Chen, Nikos Aréchiga, Scott A. Carter, Totte Harinen, Kate A. Sieck, Charlene C. Wu
Can Behavioral Experts Predict Outcome Heterogeneity? CogSci (2023)
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)
Zhenyu Zhao, Yumin Zhang, Totte Harinen, Mike Yung
Feature Selection Methods for Uplift Modeling and Heterogeneous Treatment Effect. AIAI (2) (2022)
Alexandre L. S. Filipowicz, Charlene C. Wu, Matthew L. Lee, David A. Shamma, Shabnam Hakimi, Scott A. Carter, Rumen Iliev, Totte Harinen, Emily Sumner, Candice Hogan
Familiarity plays a unique role in increasing preferences for battery electric vehicle adoption. CogSci (2022)
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)
Totte Harinen, Alexandre Filipowicz, Shabnam Hakimi, Rumen Iliev, Matthew Klenk, Emily Sumner
Machine learning reveals how personalized climate communication can both succeed and backfire. CoRR (2021)
Huigang Chen, Totte Harinen, Jeong-Yoon Lee, Mike Yung, Zhenyu Zhao
CausalML: Python Package for Causal Machine Learning. CoRR (2020)
Zhenyu Zhao, Yumin Zhang, Totte Harinen, Mike Yung
Feature Selection Methods for Uplift Modeling. CoRR (2020)
Zhenyu Zhao, Totte Harinen
Uplift Modeling for Multiple Treatments with Cost Optimization. CoRR (2019)
Zhenyu Zhao, Totte Harinen
Uplift Modeling for Multiple Treatments with Cost Optimization. DSAA (2019)
Totte Harinen
Mutual manipulability and causal inbetweenness. Synth. 195 (1) (2018)