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Top Stories published by ResponsibleML in January of 2021
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2021
January
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Hubert Baniecki
in
ResponsibleML
Jan 23, 2021
Adversarial attacks on Explainable AI
Are explainability methods black-box themselves?
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90
1 response
Anna Kozak
in
ResponsibleML
Jan 17, 2021
BASIC XAI
BASIC XAI with DALEX — Part 7: Ceteris Paribus profiles
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12
Konrad Komisarczyk
in
ResponsibleML
Jan 28, 2021
treeshap — explain tree-based models with SHAP values
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80
1 response
Anna Kozak
in
ResponsibleML
Jan 3, 2021
BASIC XAI
BASIC XAI with DALEX — Part 6: LIME method
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8
1 response
Jakub Wiśniewski
in
ResponsibleML
Jan 12, 2021
Visualizing ML model bias with dalex
Using python packages dalex and fairtorch
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31
Wojtek Kretowicz
in
ResponsibleML
Jan 8, 2021
Be careful! Some model explanations can be fooled.
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71
February 2021
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ResponsibleML
Tools for Explainable, Fair and Responsible ML.
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Tags
Shap
Lime
Black Box
Xai
Adversarial Attack
Python
Visualization
Machine Learning
Bias
Fairness
Editors
Jakub Wiśniewski
Przemyslaw Biecek
Anna Kozak
Scrap bot
Katarzyna Woźnica
Writers
Przemyslaw Biecek
Katarzyna Pękala
Piotr Piątyszek
Szymon Maksymiuk
Jan Borowski
Piotr Fic
Hubert Baniecki
Adam Rydelek
Michał Kuźba
Stanisław Giziński
Marcin Kosiński
Weronika Hryniewska
Katarzyna Woźnica
Wojtek Kretowicz
Konrad Komisarczyk
Michał Sokólski
Alicja Gosiewska
Tomasz Stanislawek
Barbara Rychalska
Mateusz Krzyziński
Jakub Kosterna
Adam Gabriel Dobrakowski
Sawicki Bartosz
CHMURA
Bartosz Pieliński
Hoang Thien Ly
Zuzanna Trafas
Hubert Ruczynski
Szymon Szmajdziński
Artur Żółkowski
Mustafa Cavus
Paulina Tomaszewska
Adrianna Grudzien
Adam Kozłowski
Mateusz Grzyb
Mikołaj Spytek
Piotr Wilczyński