Sebastian Bordt
Eberhard Karls Universität Tübingen
H-index: 5
Europe-Germany
Top articles of Sebastian Bordt
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models | arXiv preprint arXiv:2404.06209 | Sebastian Bordt Harsha Nori Vanessa Rodrigues Besmira Nushi Rich Caruana | 2024/4/9 |
Data Science with LLMs and Interpretable Models | arXiv preprint arXiv:2402.14474 | Sebastian Bordt Ben Lengerich Harsha Nori Rich Caruana | 2024/2/22 |
Which models have perceptually-aligned gradients? an explanation via off-manifold robustness | Advances in neural information processing systems | Suraj Srinivas Sebastian Bordt Himabindu Lakkaraju | 2024/2/13 |
Statistics without Interpretation: A Sober Look at Explainable Machine Learning | arXiv preprint arXiv:2402.02870 | Sebastian Bordt Ulrike von Luxburg | 2024/2/5 |
The Manifold Hypothesis for Gradient-Based Explanations | Sebastian Bordt Uddeshya Upadhyay Zeynep Akata Ulrike von Luxburg | 2023 | |
Explainable Machine Learning and its Limitations | Sebastian Bordt | 2023/11/14 | |
Elephants Never Forget: Testing Language Models for Memorization of Tabular Data | Sebastian Bordt Harsha Nori Rich Caruana | 2023/10/13 | |
LLMs understand glass-box models, discover surprises, and suggest repairs | arXiv preprint arXiv:2308.01157 | Benjamin J Lengerich Sebastian Bordt Harsha Nori Mark E Nunnally Yin Aphinyanaphongs | 2023/8/2 |
From Shapley values to generalized additive models and back | Sebastian Bordt Ulrike von Luxburg | 2023/4/11 | |
Chatgpt participates in a computer science exam | arXiv preprint arXiv:2303.09461 | Sebastian Bordt Ulrike von Luxburg | 2023/3/8 |
Post-hoc explanations fail to achieve their purpose in adversarial contexts | Sebastian Bordt Michèle Finck Eric Raidl Ulrike von Luxburg | 2022/6/21 | |
A bandit model for human-machine decision making with private information and opacity | Sebastian Bordt Ulrike Von Luxburg | 2022/5/3 | |
Recovery guarantees for kernel-based clustering under non-parametric mixture models | Leena C Vankadara Sebastian Bordt Ulrike von Luxburg Debarghya Ghoshdastidar | 2021/3/18 |
