OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Rachel Leah Childers
Researcher, Finance, University of Zurich
Joined
May 2021
Names
Rachel Leah Childers
(Preferred)
,
David Childers
Emails
****@cmu.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Researcher
Finance,
University of Zurich
(uzh.ch)
2025
–
2026
Assistant Professor
Economics,
Bowdoin College
(bowdoin.edu)
2024
–
2025
Researcher
Abridge AI
(abridge.com)
2023
–
2024
Assistant Professor
Tepper School of Business,
Carnegie Mellon University
(cmu.edu)
2016
–
2023
PhD student
Economics,
Yale University
(yale.edu)
2009
–
2016
Undergrad student
Walsh School of Foreign Service,
Georgetown University
(georgetown.edu)
2005
–
2009
Advisors, Relations & Conflicts
Coauthor
Mahdi Ebrahimi Kahou
2024
–
2025
Coauthor
Geoff Pleiss
2024
–
2025
Coauthor
Jesse Perla
2019
–
2025
Coauthor
Peifan Wu
2019
–
2025
Coauthor
Chris Rackauckas
2019
–
2025
Coauthor
Kamyar Azizzadenesheli
2022
–
2024
Coauthor
Audrey Huang
2022
–
2024
PhD Advisee
Shantanu Gupta
2020
–
2024
PhD Advisee
Helen Zhou
2020
–
2024
Coauthor
Zachary Lipton
2018
–
2024
Coauthor
Ross Doppelt
2017
–
2021
PhD Advisor
Peter Phillips
2009
–
2016
PhD Advisor
Tony Smith
2009
–
2016
Expertise
econometrics
Present
online learning
Present
functional data analysis
Present
time series
Present
computational economics
Present
macroeconomics
Present
nonparametric bayes
Present
causal inference
Present
Publications
Drawing Reliable Conclusions with Imperfect Synthetic Data
Yewon Byun
,
Shantanu Gupta
,
Zachary Chase Lipton
,
Rachel Leah Childers
,
Bryan Wilder
NeurIPS 2025 - Reliable ML Workshop
Readers:
Everyone
Drawing Reliable Conclusions with Synthetic Simulations from Large Language Models
Yewon Byun
,
Shantanu Gupta
,
Zachary Chase Lipton
,
Rachel Leah Childers
,
Bryan Wilder
Social Sim'25
Readers:
Everyone
Valid Inference with Synthetic Data from Language Models
Yewon Byun
,
Shantanu Gupta
,
Zachary Chase Lipton
,
Rachel Leah Childers
,
Bryan Wilder
ICML 2025 R2-FM Workshop Poster
Readers:
Everyone
Valid Inference with Imperfect Synthetic Data
Yewon Byun
,
Shantanu Gupta
,
Zachary Chase Lipton
,
Rachel Leah Childers
,
Bryan Wilder
NeurIPS 2025 poster
Readers:
Everyone
Differentiable State Space Models and Hamiltonian Monte Carlo Estimation
David Childers
,
Jesus Fernandez-Villaverde
,
Jesse Perla
,
Christopher Vincent Rackauckas
,
Peifan Wu
12 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Local Causal Discovery for Estimating Causal Effects
Shantanu Gupta
,
David Childers
,
Zachary C. Lipton
Published: 01 Jan 2023, Last Modified: 09 May 2023
CoRR 2023
Readers:
Everyone
Local Causal Discovery for Estimating Causal Effects
Shantanu Gupta
,
David Childers
,
Zachary Chase Lipton
Published: 17 Mar 2023, Last Modified: 15 Jan 2026
CLeaR 2023 Poster
Readers:
Everyone
Local Causal Discovery for Estimating Causal Effects
Shantanu Gupta
,
David Childers
,
Zachary Chase Lipton
03 Oct 2022 (modified: 08 Feb 2026)
CML4Impact
Readers:
Everyone
Efficient Online Estimation of Causal Effects by Deciding What to Observe
Shantanu Gupta
,
Zachary Chase Lipton
,
David Childers
Published: 09 Nov 2021, Last Modified: 26 May 2025
NeurIPS 2021 Spotlight
Readers:
Everyone
Efficient Online Estimation of Causal Effects by Deciding What to Observe
Shantanu Gupta
,
Zachary C. Lipton
,
David Childers
Published: 01 Jan 2021, Last Modified: 09 May 2023
NeurIPS 2021
Readers:
Everyone
View all 11 publications
Co-Authors
Bryan Wilder
Christopher Vincent Rackauckas
Jesse Perla
Jesus Fernandez-Villaverde
Peifan Wu
Shantanu Gupta
Yewon Byun
Zachary C. Lipton
Zachary Chase Lipton