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Sarah H. Cen
Assistant Professor, Carnegie Mellon University
Joined
July 2020
Names
Sarah H. Cen
(Preferred)
,
Sarah Cen
,
Sarah Huiyi Cen
Emails
****@mit.edu
(Confirmed)
,
****@stanford.edu
(Confirmed)
,
****@andrew.cmu.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
Career & Education History
Assistant Professor
Carnegie Mellon University
(cmu.edu)
2026
–
Present
Postdoc
Stanford University
(stanford.edu)
2024
–
2025
PhD student
Massachusetts Institute of Technology
(mit.edu)
2018
–
2024
MS student
University of Oxford
(ox.ac.uk)
2016
–
2018
Undergrad student
Princeton University
(princeton.edu)
2012
–
2016
Advisors, Relations & Conflicts
Postdoc Advisor
Percy Liang
2024
–
2025
Postdoc Advisor
Daniel E. Ho
2024
–
2025
PhD Advisor
Aleksander Madry
2022
–
2024
PhD Advisor
Devavrat Shah
2018
–
2024
Expertise
Causal inference
2022
–
Present
AI ethics
2018
–
Present
Statistical inference
2018
–
Present
Robotics
2016
–
2018
Publications
Audits Under Resource, Data, and Access Constraints: Scaling Laws For Less Discriminatory Alternatives
Sarah H. Cen
,
Salil Goyal
,
Zaynah Javed
,
Ananya Karthik
,
Percy Liang
,
Daniel E. Ho
NeurIPS 2025 poster
Readers:
Everyone
Fallacies of Data Transparency: Rethinking Nutrition Facts for AI
Judy Hanwen Shen
,
Ken Liu
,
Angelina Wang
,
Sarah H. Cen
,
Andy K Zhang
,
Caroline Meinhardt
,
Daniel Zhang
,
Kevin Klyman
,
Rishi Bommasani
,
Daniel E. Ho
ICML 2025 Workshop TAIG Poster
Readers:
Everyone
Outliers Exist: What Happens if You are a Data-Driven Exception?
Sarah Cen
,
Manish Raghavan
RegML 2023
Readers:
Everyone
Matrix Estimation for Individual Fairness
Cindy Zhang
,
Sarah Huiyi Cen
,
Devavrat Shah
ICML 2023 Poster
Readers:
Everyone
A Causal Inference Framework for Network Interference with Panel Data
Sarah Huiyi Cen
,
Anish Agarwal
,
Christina Yu
,
Devavrat Shah
03 Oct 2022 (modified: 05 May 2023)
CML4Impact
Readers:
Everyone
Regulating algorithmic filtering on social media
Sarah Cen
,
Devavrat Shah
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Spotlight
Readers:
Everyone
Co-Authors
Ananya Karthik
Andy K Zhang
Angelina Wang
Anish Agarwal
Caroline Meinhardt
Christina Yu
Cindy Zhang
Daniel E. Ho
Daniel Zhang
Devavrat Shah
Judy Hanwen Shen
Ken Liu
Kevin Klyman
Manish Raghavan
Percy Liang
Rishi Bommasani
Salil Goyal
Zaynah Javed