Seuraa
Maggie Hei
Maggie Hei
Microsoft Research
Vahvistettu sähköpostiosoite verkkotunnuksessa microsoft.com
Nimike
Viittaukset
Viittaukset
Vuosi
EconML: a Python package for ML-based heterogeneous treatment effects estimation
K Battocchi, E Dillon, M Hei, G Lewis, P Oka, M Oprescu, V Syrgkanis
Version 0. x, 2019
1072019
Machine learning estimation of heterogeneous treatment effects with instruments
V Syrgkanis, V Lei, M Oprescu, M Hei, K Battocchi, G Lewis
Advances in Neural Information Processing Systems 32, 2019
702019
Causal inference and machine learning in practice with econml and causalml: Industrial use cases at microsoft, tripadvisor, uber
V Syrgkanis, G Lewis, M Oprescu, M Hei, K Battocchi, E Dillon, J Pan, ...
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
282021
Estimating the long-term effects of novel treatments
K Battocchi, E Dillon, M Hei, G Lewis, M Oprescu, V Syrgkanis
Advances in Neural Information Processing Systems 34, 2925-2935, 2021
122021
EconML: A Machine Learning Library for Estimating Heterogeneous Treatment Effects
M Oprescu, V Syrgkanis, K Battocchi, M Hei, G Lewis
33rd Conference on Neural Information Processing Systems’, Vancouver, Canada, 6, 2019
62019
Järjestelmä ei voi suorittaa toimenpidettä nyt. Yritä myöhemmin uudelleen.
Artikkelit 1–5