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Maggie Hei
Publication Activity (10 Years)
Years Active: 2019-2021
Publications (10 Years): 4
Top Topics
Inductive Learning
Positive Effects
Machine Learning
Causal Inference
Top Venues
NeurIPS
CoRR
KDD
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Publications
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Keith Battocchi
,
Eleanor Dillon
,
Maggie Hei
,
Greg Lewis
,
Miruna Oprescu
,
Vasilis Syrgkanis
Estimating the Long-Term Effects of Novel Treatments.
NeurIPS
(2021)
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)
Vasilis Syrgkanis
,
Victor Lei
,
Miruna Oprescu
,
Maggie Hei
,
Keith Battocchi
,
Greg Lewis
Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments.
CoRR
(2019)
Vasilis Syrgkanis
,
Victor Lei
,
Miruna Oprescu
,
Maggie Hei
,
Keith Battocchi
,
Greg Lewis
Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments.
NeurIPS
(2019)