Natalie Harris

Researcher, Research, Google

Joined

May 2022

Names

Natalie Harris (Preferred)

Emails

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Research, Google (google.com)

2014 – Present

Researcher

Health Research, Google (deepmind.com)

2019 – 2020

Undergrad student

Computer Science, University of Washington (uw.edu)

2009 – 2013

Advisors, Relations & Conflicts

Coworker

Ibtihel Amara

2024 – Present

Coworker

David Stutz

2024 – Present

Coworker

Mohammad Havaei

2023 – Present

Coworker

Mercy Nyamewaa Asiedu

2023 – Present

Coworker

Chirag Nagpal

2022 – Present

Coworker

Negar Rostamzadeh

2022 – Present

Coworker

Stephen R Pfohl

2022 – Present

Coworker

Katherine A Heller

2020 – Present

Coauthor

Jessica Schrouff

2019 – 2021

Expertise

Deep Learning

Causality

2021 – Present

Deep Learning

Fairness

2019 – Present

Health

2019 – Present

Publications

Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairness
Stephen R Pfohl, Natalie Harris, Chirag Nagpal, David Madras, Vishwali Mhasawade, Olawale Elijah Salaudeen, Awa Dieng, Shannon Sequeira, Santiago Eduardo Arciniegas, Lillian Sung, Nnamdi Peter Okechukwu Ezeanochie, Heather Cole-Lewis, Katherine A Heller, Sanmi Koyejo, Alexander Nicholas D'Amour
- NeurIPS 2025 poster
- Readers: Everyone
Understanding subgroup performance differences of fair predictors using causal models
Stephen Robert Pfohl, Natalie Harris, Chirag Nagpal, David Madras, Vishwali Mhasawade, Olawale Elijah Salaudeen, Katherine A Heller, Sanmi Koyejo, Alexander Nicholas D'Amour
- DistShift 2023 Poster
- Readers: Everyone
Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing
Diana Mincu, Subhrajit Roy, Eric Loreaux, Natalie Harris, Yuan Xue, Jessica Schrouff, Martin Seneviratne, Nenad Tomasev
- 21 Jul 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Disability prediction in multiple sclerosis using performance outcome measures and demographic data
Diana Mincu, Subhrajit Roy, Lev Proleev, Negar Rostamzadeh, Natalie Harris, Jessica Schrouff, Nenad Tomasev, Katherine A Heller
- 21 Jul 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
Jessica Schrouff, Natalie Harris, Oluwasanmi O Koyejo, Ibrahim Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alexander Brown, Subhrajit Roy, Diana Mincu, Chrsitina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine A Heller, Silvia Chiappa, Alexander D'Amour
- Published: 31 Oct 2022, Last Modified: 14 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone
Boosting the interpretability of clinical risk scores with intervention predictions
Eric Loreaux, Ke Yu, Jonas Kemp, Martin Seneviratne, Christina Chen, Subhrajit Roy, Ivan Protsyuk, Natalie Harris, Alexander D'Amour, Steve Yadlowsky, Mingjun Chen
- CoRR 2022
- Readers: Everyone
Disability prediction in multiple sclerosis using performance outcome measures and demographic data
Subhrajit Roy, Diana Mincu, Lev Proleev, Negar Rostamzadeh, Chintan Ghate, Natalie Harris, Christina Chen, Jessica Schrouff, Nenad Tomasev, Fletcher Lee Hartsell, Katherine A. Heller
- CoRR 2022
- Readers: Everyone
Disability prediction in multiple sclerosis using performance outcome measures and demographic data
Subhrajit Roy, Diana Mincu, Lev Proleev, Negar Rostamzadeh, Chintan Ghate, Natalie Harris, Christina Chen, Jessica Schrouff, Nenad Tomasev, Fletcher Lee Hartsell, Katherine A. Heller
- 2022 (modified: 17 Jul 2022)
- CHIL 2022
- Readers: Everyone
Maintaining fairness across distribution shift: do we have viable solutions for real-world applications?
Jessica Schrouff, Natalie Harris, Oluwasanmi Koyejo, Ibrahim Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alexander Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine A. Heller, Silvia Chiappa, Alexander D'Amour
- Published: 01 Jan 2022, Last Modified: 10 May 2023
- CoRR 2022
- Readers: Everyone
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
Jessica Schrouff, Natalie Harris, Sanmi Koyejo, Ibrahim M. Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alexander Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine A. Heller, Silvia Chiappa, Alexander D'Amour
- Published: 01 Jan 2022, Last Modified: 10 May 2023
- NeurIPS 2022
- Readers: Everyone

View all 11 publications

Co-Authors

View all 47 co-authors