Concepedia

Gal Yona

GY

Statistics

Publications

11

Citations

410

H-Index

11

Active since

2018

Affiliations

Weizmann Institute of Science(Current)

Technion – Israel Institute of Technology

Clalit Health Services

Stanford University

Ben-Gurion University of the Negev

Gal Yona is an author at Weizmann Institute of Science specializing in computing, decision theory, and probabilistic machine learning.

Publications per year

2018–2024

11

Publications

11

Developing a COVID-19 mortality risk prediction model when individual-level data are not available

Noam Barda, Dan Riesel, Amichay Akriv et al. · Nature Communications · 2020 · 131 citations · Full text

Computing, Infectious Diseases, Clinical Decision Support +15

Addressing bias in prediction models by improving subpopulation calibration

Noam Barda, Gal Yona, Guy N. Rothblum et al. · Journal of the American Medical Informatics Association · 2020 · 61 citations · Full text

Public Health, Biostatistics, Clinical Epidemiology +12

Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?

Zorik Gekhman, Gal Yona, Roee Aharoni et al. · 2024 · 55 citations · Full text

Social Sciences, Behavioral Sciences, Psychology +9

Probably Approximately Metric-Fair Learning

Guy N. Rothblum, Gal Yona · arXiv (Cornell University) · 2018 · 43 citations · Full text

Computing, Mathematics, Machine Learning +6

Outcome indistinguishability

Cynthia Dwork, Michael P. Kim, Omer Reingold et al. · 2021 · 24 citations

Computing, Computer Science, Algorithms +15

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