Whitney Newey

Full Professor, economics, Massachusetts Institute of Technology

Joined

July 2019

Names

Whitney Newey

Emails

****@mit.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

economics, Massachusetts Institute of Technology (mit.edu)

1990 – Present

Advisors, Relations & Conflicts

Coauthor

Victor Chernozhukov

1990 – 2024

Expertise

debiased machine learning

,

semiparametric estimation

Present

panel data

,

bias correction

Present

panel data

,

fixed effects

Present

Publications

Automatic Debiased Machine Learning for Covariate Shifts
Victor Chernozhukov, Michael Newey, Whitney Newey, Rahul Singh, Vasilis Syrgkanis
- OpenReview Archive Direct Upload
- Readers: Everyone
Automatic Debiased Machine Learning for Dynamic Treatment Effects and General Nested Functionals
Victor Chernozhukov, Whitney Newey, Rahul Singh, Vasilis Syrgkanis
- 04 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
A simple and general debiased machine learning theorem with finite-sample guarantees
Victor Chernozhukov, Whitney Newey, Rahul Singh
- 04 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Adversarial Estimation of Riesz Representers
Victor Chernozhukov, Whitney Newey, Rahul Singh, Vasilis Syrgkanis
- 04 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Automatic Debiased Machine Learning of Causal and Structural Effects
Victor Chernozhukov, Whitney Newey, Rahul Singh
- 04 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Debiased machine learning of global and local parameters using regularized Riesz representers
Victor Chernozhukov, Whitney Newey, Rahul Singh
- 04 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests
Victor Quintas-Martinez, Victor Chernozhukov, Vasilis Syrgkanis, Whitney Newey
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone

Co-Authors