Agata Foryciarz

11 papers A* 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Incorporating area-level social drivers of health in predictive algorithms using electronic health record data.
J. Am. Medical Informatics Assoc.
Agata Foryciarz, Nicole Gladish, David H. Rehkopf, Sherri Rose
2025 J jnl
Penalized Fair Regression for Multiple Groups in Chronic Kidney Disease.
CoRR
Carter H. Nakamoto, Lucia Lushi Chen, Agata Foryciarz, Sherri Rose
2023 J jnl
Clinical utility gains from incorporating comorbidity and geographic location information into risk estimation equations for atherosclerotic cardiovascular disease.
J. Am. Medical Informatics Assoc.
Yizhe Xu, Agata Foryciarz, Ethan Steinberg, Nigam H. Shah
2022 — conf
Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare.
FAccT
Stephen Pfohl, Yizhe Xu, Agata Foryciarz, Nikolaos Ignatiadis, Julian Genkins, Nigam Shah
2022 J jnl
Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare.
CoRR
Stephen R. Pfohl, Yizhe Xu, Agata Foryciarz, Nikolaos Ignatiadis, Julian Genkins, Nigam H. Shah
2021 J jnl
A comparison of approaches to improve worst-case predictive model performance over patient subpopulations.
CoRR
Stephen R. Pfohl, Haoran Zhang, Yizhe Xu, Agata Foryciarz, Marzyeh Ghassemi, Nigam H. Shah
2021 J jnl
An empirical characterization of fair machine learning for clinical risk prediction.
J. Biomed. Informatics
Stephen R. Pfohl, Agata Foryciarz, Nigam H. Shah
2020 J jnl
An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction.
CoRR
Stephen R. Pfohl, Agata Foryciarz, Nigam H. Shah
2020 — conf
Where do algorithmic accountability and explainability frameworks take us in the real world?: from theory to practice.
FAT*
Katarzyna Szymielewicz, Anna Bacciarelli, Fanny Hidvegi, Agata Foryciarz, Soizic Pénicaud, Matthias Spielkamp
2020 A* conf
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking.
ACL
Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi, Monica S. Lam
2020 J jnl
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking.
CoRR
Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi, Monica S. Lam