Lucic, Ana
- CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks
2021/02/05 by Ana Lucic, Ana Lučić, Maartje ter Hoeve +8 · 1 voice · 15 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- A Foundation Model for the Earth System
2024/05/20 by Cristian Bodnar, Bodnar, Cristian, Wessel P. Bruinsma +36 · 3 voices · 30 citations
Computer Science · Physics and Astronomy · #Solar and Space Plasma Dynamics #cs.LG #physics.ao-ph
- Clifford-Steerable Convolutional Neural Networks
2024/02/22 by Maksim Zhdanov, Zhdanov, Maksim, David Ruhe +11 · 1 voice · 10 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #cs.AI #cs.LG
- FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles
2019/11/27 by Ana Lučić, Lucic, Ana, Harrie Oosterhuis +5 · 8 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Order in the Court: Explainable AI Methods Prone to Disagreement
2021/05/07 by Michael Neely, Stefan F. Schouten, Neely, Michael +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- A Song of (Dis)agreement: Evaluating the Evaluation of Explainable Artificial Intelligence in Natural Language Processing
2022/05/09 by Neely, Michael, Schouten, Stefan F., Bleeker, Maurits +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Same Content, Different Answers: Cross-Modal Inconsistency in MLLMs
2025/12/09 by van Sprang, Angela, Samson, Laurens, Lucic, Ana +3 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences