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Awa Dieng
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 7
Top Topics
Causal Inference
Case Study
Normal Distribution
Causal Relationships
Top Venues
CoRR
AISTATS
AFCR
AFCP
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Publications
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Mercy Nyamewaa Asiedu
,
Awa Dieng
,
Abigail Oppong
,
Maria Nagawa
,
Sanmi Koyejo
,
Katherine A. Heller
Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa.
CoRR
(2023)
Awa Dieng
,
Miriam Rateike
,
Golnoosh Farnadi
,
Ferdinando Fioretto
,
Matt J. Kusner
,
Jessica Schrouff
Algorithmic Fairness through the Lens of Causality and Privacy (AFCP) 2022.
AFCP
(2022)
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
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings.
NeurIPS
(2022)
Jessica Schrouff
,
Natalie Harris
,
Oluwasanmi Koyejo
,
Ibrahim Alabdulmohsin
,
Eva Schnider
,
Krista Opsahl-Ong
,
Alex Brown
,
Subhrajit Roy
,
Diana Mincu
,
Christina Chen
,
Awa Dieng
,
Yuan Liu
,
Vivek Natarajan
,
Alan Karthikesalingam
,
Katherine A. Heller
,
Silvia Chiappa
,
Alexander D'Amour
Maintaining fairness across distribution shift: do we have viable solutions for real-world applications?
CoRR
(2022)
Jessica Schrouff
,
Awa Dieng
,
Miriam Rateike
,
Kweku Kwegyir-Aggrey
,
Golnoosh Farnadi
Algorithmic Fairness through the Lens of Causality and Robustness (AFCR) 2021.
AFCR
(2021)
Awa Dieng
,
Yameng Liu
,
Sudeepa Roy
,
Cynthia Rudin
,
Alexander Volfovsky
Interpretable Almost-Exact Matching for Causal Inference.
AISTATS
(2019)
Awa Dieng
,
Yameng Liu
,
Sudeepa Roy
,
Cynthia Rudin
,
Alexander Volfovsky
Collapsing-Fast-Large-Almost-Matching-Exactly: A Matching Method for Causal Inference.
CoRR
(2018)