Biecek, Przemyslaw
- Adversarial attacks and defenses in explainable artificial intelligence: A survey
2023/06/06 by Hubert Baniecki, Baniecki, Hubert, Przemysław Biecek +1 · 11 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Transparency, Auditability and eXplainability of Machine Learning Models\n in Credit Scoring
2020/01/01 by Michael Bücker, Gero Szepannek, Bücker, Michael +6 · 6 citations
Business, Management and Accounting · Computer Science · Economics, Econometrics and Finance · #Applications (stat.AP) #Credit Risk and Financial Regulations #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Economics and business #Financial Distress and Bankruptcy Prediction #General Economics (econ.GN) #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Interpreting CLIP with Hierarchical Sparse Autoencoders
2025/02/27 by Vladimir Zaigrajew, Zaigrajew, Vladimir, Hubert Baniecki +3 · 15 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Do Not Trust Additive Explanations
2019/03/27 by Alicja Gosiewska, Przemysław Biecek, Gosiewska, Alicja +2 · 2 citations
Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #cs.LG #stat.ML
- Rethinking Visual Counterfactual Explanations Through Region Constraint
2024/10/16 by Bartłomiej Sobieski, Jakub Grzywaczewski, Sobieski, Bartlomiej +7 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences
- Landscape of R packages for eXplainable Artificial Intelligence
2020/09/24 by Maksymiuk, Szymon, Gosiewska, Alicja, Biecek, Przemyslaw · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Explaining Similarity in Vision-Language Encoders with Weighted Banzhaf Interactions
2025/08/07 by Hubert Baniecki, Baniecki, Hubert, Maximilian Muschalik +9 · 1 voice · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
- Explaining and visualizing black-box models through counterfactual paths
2023/07/15 by Bastian Pfeifer, Mateusz Krzyziński, Pfeifer, Bastian +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- Glocal Explanations of Expected Goal Models in Soccer
2023/08/29 by Mustafa Çavuş, Cavus, Mustafa, Adrian Stańdo +3 · 1 citation
Economics, Econometrics and Finance · Medicine · #Sports Analytics and Performance #Sports Performance and Training
- Red-Teaming Segment Anything Model
2024/04/02 by Krzysztof Jankowski, Bartłomiej Sobieski, Jankowski, Krzysztof +11 · 1 citation
Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections
2022/05/11 by N. Spyrison, Dianne Cook, Spyrison, Nicholas +2 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Data Analysis with R #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models
2024/07/23 by Chrabaszcz, Maciej, Baniecki, Hubert, Komorowski, Piotr +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- System-Embedded Diffusion Bridge Models
2025/06/30 by Sobieski, Bartlomiej, Tivnan, Matthew, Wang, Yuang +5 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)