Nikolaou, Nikolaos;Waldmann, Ingo P;Tsiaras, Angelos;Morvan, Mario;Edwards, Billy;Yip, Kai Hou;Thompson, Alexandra;Tinetti, Giovanna;Sarkar, Subhajit;Dawson, James M;Borisov, Vadim;Kasneci, Gjergji;Petković, Matej;Stepišnik, Tomaž;Al-Ubaidi, Tarek;Bailey, Rachel Louise;Granitzer, Michael;Julka, Sahib;Kern, Roman;Ofner, Patrick;Wagner, Stefan;Heppe, Lukas;Bunse, Mirko;Morik, Katharina;Simões, Luís F
Lessons learned from the 1st Ariel Machine Learning Challenge: Correcting transiting exoplanet light curves for stellar spots
RAS Techniques and Instruments
2023
2
1
695-709

Kasneci, Enkelejda;Sessler, Kathrin;Küchemann, Stefan;Bannert, Maria;Dementieva, Daryna;Fischer, Frank;Gasser, Urs;Groh, Georg;Günnemann, Stephan;Hüllermeier, Eyke;Krusche, Stephan;Kutyniok, Gitta;Michaeli, Tilman;Nerdel, Claudia;Pfeffer, Jürgen;Poquet, Oleksandra;Sailer, Michael;Schmidt, Albrecht;Seidel, Tina;Stadler, Matthias;Weller, Jochen;Kuhn, Jochen;Kasneci, Gjergji
ChatGPT for good? On opportunities and challenges of large language models for education
Learning and Individual Differences
2023
103
102274

Fotopoulos, Nikolaos;Riedmiller, Clara;Bozkir, Efe;Tsinganos, Panagiotis;Ampeliotis, Dimitris;Kasneci, Gjergji;Kasneci, Enkelejda;Skodras, Athanassios
Could Human Gaze Augment Detectors of Synthetic Images?
2023 24th International Conference on Digital Signal Processing (DSP)
IEEE
2023

Leemann, Tobias;Pawelczyk, Martin;Kasneci, Gjergji
Gaussian Membership Inference Privacy
2023

Zern, Artjom;Broelemann, Klaus;Kasneci, Gjergji
Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees
Proceedings of the AAAI Conference on Artificial Intelligence
2023
37
9
11164-11173

Deininger, Hannah;Lavelle-Hill, Rosa;Parrisius, Cora;Pieronczyk, Ines;Colling, Leona;Meurers, Detmar;Trautwein, Ulrich;Nagengast, Benjamin;Kasneci, Gjergji
Can You Solve This on the First Try? – Understanding Exercise Field Performance in an Intelligent Tutoring System
Lecture Notes in Computer Science
Springer Nature Switzerland
2023

Leemann, Tobias;Kirchhof, Michael;Rong, Yao;Kasneci, Enkelejda;Kasneci, Gjergji
When are post-hoc conceptual explanations identifiable?
Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence
PMLR
2023

Prenkaj, Bardh;Villaizan-Vallelado, Mario;Leemann, Tobias;Kasneci, Gjergji
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes
2023

Rong, Yao;Leemann, Tobias;Nguyen, Thai-Trang;Fiedler, Lisa;Qian, Peizhu;Unhelkar, Vaibhav;Seidel, Tina;Kasneci, Gjergji;Kasneci, Enkelejda
Towards Human-Centered Explainable AI: A Survey of User Studies for Model Explanations
IEEE Transactions on Pattern Analysis and Machine Intelligence
2024
1-20

Zhao, Xuan;Broelemann, Klaus;Kasneci, Gjergji
Counterfactual Explanation for Regression via Disentanglement in Latent Space
2023 IEEE International Conference on Data Mining Workshops (ICDMW)
IEEE
2023