Browsing Universitätsbibliographie by Author "Kasneci, Gjergji"

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A Consistent and Efficient Evaluation Strategy for Attribution Methods

Rong, Yao; Leemann, Tobias; Borisov, Vadim; Kasneci, Enkelejda; Kasneci, Gjergji (2022)
A MinHash approach for fast scanpath classification

Geisler, David; Castner, Nora; Kasneci, Gjergji; Kasneci, Enkelejda (2020)
Algorithmic Recourse in the Face of Noisy Human Responses

Kasneci, Gjergji; Pawelczyk, Martin; Datta, Teresa; van-den-Heuvel, Johannes (2022)
Change Detection for Local Explainability in Evolving Data Streams

Kasneci, Gjergji; Zürn, Stefan; Braun, Alexander; Haug, Johannes (2022)
Coherence Evaluation of Visual Concepts With Objects and Language

Leemann, Tobias; Rong, Yao; Kraft, Stefan; Kasneci, Enkelejda; Kasneci, Gjergji (2022)
Deep Neural Networks and Tabular Data: A Survey

Borisov, Vadim; Leemann, Tobias; Seßler, Kathrin; Haug, Johannes; Pawelczyk, Martin; Kasneci, Gjergji (2022)
DeepTLF: robust deep neural networks for heterogeneous tabular data

Borisov, Vadim; Broelemann, Klaus; Kasneci, Enkelejda; Kasneci, Gjergji (2022)
Disentangling Algorithmic Recourse

Kasneci, Gjergji; Pawelczyk, Martin; Tiyavorabun, Lea (2022)
Do your eye movements reveal your performance on an IQ test? A study linking eye movements and socio-demographic information to fluid intelligence

Kasneci, Enkelejda; Kasneci, Gjergji; Trautwein, Ulrich; Appel, Tobias; Tibus, Maike; Jaeggi, Susanne M.; Gerjets, Peter (2022)
Dynamic Model Tree for Interpretable Data Stream Learning

Kasneci, Gjergji; Broelemann, Klaus; Haug, Johannes (2022)
Fairness in Agreement With European Values: An Interdisciplinary Perspective on AI Regulation

Colmenarejo, Alejandra Bringas; Nannini, Luca; Rieger, Alisa; Scott, Kristen M.; Zhao, Xuan; Patro, Gourab K.; Kasneci, Gjergji; Kinder-Kurlanda, Katharina (2022)
I Prefer not to Say: Protecting User Consent in Models with Optional Personal Data

Kasneci, Gjergji; Eberle, Christian Thomas; Pawelczyk, Martin; Leemann, Tobias (2022)
Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees

Kasneci, Gjergji; Broelemann, Klaus; Zern, Artjom (2023)
On the Trade-Off between Actionable Explanations and the Right to be Forgotten

Kasneci, Gjergji; Biega, Asia; Leemann, Tobias; Pawelczyk, Martin (2022)
Regressive Saccadic Eye Movements on Fake News

Bozkir, Efe; Kasneci, Enkelejda; Kasneci, Gjergji; Utz, Sonja (2022)
Robust cognitive load detection from wrist-band sensors

Borisov, Vadim; Kasneci, Enkelejda; Kasneci, Gjergji (2021)
Robust Deep Neural Networks for Heterogeneous Tabular Data

Borisov, Vadim; Broelemann, Klaus; Kasneci, Enkelejda; Kasneci, Gjergji (2021)
Standardized Evaluation of Machine Learning Methods for Evolving Data Streams

Kasneci, Gjergji; Tramountani, Effi; Haug, Johannes (2022)
TEyeD: Over 20 million real-world eye images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types

Fuhl, Wolfgang; Kasneci, Gjergji; Kasneci, Enkelejda (2021)
Towards Human-centered Explainable AI: User Studies for Model Explanations

Rong, Yao; Leemann, Tobias; Nguyen, Thai-trang; Fiedler, Lisa; Qian, Peizhu; Unhelkar, Vaibhav; Seidel, Tina; Kasneci, Gjergji; Kasneci, Enkelejda (2022)

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