Statistical Learning Theory Article Contextual Cueing May Not Be Unconscious Meyen, S. V. L. U. F. V. H. Perception, 50(1_Suppl):51-51, 2021 (Published) BibTeX

Statistical Learning Theory Article Group decisions based on confidence weighted majority voting Meyen, S., Sigg, D. M. B., von Luxburg, U., Franz, V. H. Cognitive Research: Principles and Implications, 6:18, 2021 (Published) DOI URL BibTeX

Statistical Learning Theory Conference Paper Explaining the Explainer: A First Theoretical Analysis of LIME Garreau, D., von Luxburg, U. Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics , 108:1287-1296, Proceedings of Machine Learning Research, (Editors: Silvia Chiappa and Roberto Calandra), PMLR, 23rd International Conference on Artificial Intelligence and Statistics (AISTATS 2020) , August 2020 (Published) URL BibTeX

Statistical Learning Theory Article Estimation of perceptual scales using ordinal embedding Haghiri, S., Wichmann, F. A., von Luxburg, U. Journal of Vision, 20(9), 2020 (Published) DOI URL BibTeX

Statistical Learning Theory Article Two-sample Hypothesis Testing for Inhomogeneous Random Graphs Ghoshdastidar, D., Gutzeit, M., Carpentier, A., von Luxburg, U. Annals of Statistics, 48(4):2208-2229, 2020 BibTeX

Statistical Learning Theory Conference Paper Foundations of Comparison-Based Hierarchical Clustering Ghoshdastidar, D., Perrot, M., von Luxburg, U. Advances in Neural Information Processing Systems 32 (NIPS 2019), NeurIPS, Neural Information Processing Systems, December 2019 (Published) URL BibTeX

Statistical Learning Theory Conference Paper Boosting for Comparison-Based Learning Perrot, M., von Luxburg, U. International Joint Conference on Artificial Intelligence (IJCAI), 2019 BibTeX

MPI Year Book Max Planck Institute for Intelligent Systems - Highlights 2019 MPI IS Yearbook 2019 (en) MPI IS Jahresbericht 2019 (de) MPI IS Jahresbericht 2019 (de) BibTeX

Statistical Learning Theory Conference Paper When do random forests fail? Tang, C., Garreau, D., von Luxburg, U. In Proceedings Neural Information Processing Systems, Neural Information Processing Systems (NIPS 2018) , December 2018 BibTeX

Statistical Learning Theory Conference Paper Comparison-Based Random Forests Haghiri, S., Garreau, D., Luxburg, U. V. International Conference on Machine learning (ICML), 2018 URL BibTeX