Concepedia

Alicja Gosiewska

AG

Statistics

Publications

7

Citations

234

H-Index

7

Active since

2019

Affiliations

Warsaw University of Technology(Current)

Wroclaw Medical University

Poznan University of Medical Sciences

University of Warsaw

Witelon State University of Applied Sciences in Legnica

Alicja Gosiewska is an author at Warsaw University of Technology specializing in machine learning, model interpretability, and computing.

Publications per year

2019–2022

7

Publications

7

Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering

Alicja Gosiewska, Anna Kozak, Przemysław Biecek · Decision Support Systems · 2021 · 96 citations · Full text

Computing, Computer Science, Decision Sciences +15

Do Not Trust Additive Explanations

Alicja Gosiewska, Przemysław Biecek · arXiv (Cornell University) · 2019 · 36 citations · Full text

Computing, Computer Science, Algorithms +14

iBreakDown: Uncertainty of Model Explanations for Non-additive Predictive Models.

Alicja Gosiewska, Przemysław Biecek · arXiv (Cornell University) · 2019 · 33 citations · Full text

Computing, Biostatistics, Predictive Analytics +13

Landscape of R packages for eXplainable Artificial Intelligence

Szymon Maksymiuk, Alicja Gosiewska, Przemysław Biecek · arXiv (Cornell University) · 2020 · 33 citations · Full text

Computing, Computer Science, Artificial Intelligence +9

Transparency, auditability, and explainability of machine learning models in credit scoring

Michael Bücker, Gero Szepannek, Alicja Gosiewska et al. · Journal of the Operational Research Society · 2021 · 15 citations · Full text

Business, Accounting, Finance +14

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