Sebastian Bordt

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Decision Making

Generalized Additive Models

Top Venues

Publications

Sebastian Bordt, Ulrike von Luxburg
Statistics without Interpretation: A Sober Look at Explainable Machine Learning. CoRR (2024)
Sebastian Bordt, Harsha Nori, Vanessa Rodrigues, Besmira Nushi, Rich Caruana
Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models. CoRR (2024)
Sebastian Bordt, Benjamin J. Lengerich, Harsha Nori, Rich Caruana
Data Science with LLMs and Interpretable Models. CoRR (2024)
Sebastian Bordt, Harsha Nori, Rich Caruana
Elephants Never Forget: Testing Language Models for Memorization of Tabular Data. CoRR (2024)
Benjamin J. Lengerich, Sebastian Bordt, Harsha Nori, Mark E. Nunnally, Yin Aphinyanaphongs, Manolis Kellis, Rich Caruana
LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs. CoRR (2023)
Sebastian Bordt, Uddeshya Upadhyay, Zeynep Akata, Ulrike von Luxburg
The Manifold Hypothesis for Gradient-Based Explanations. CVPR Workshops (2023)
Sebastian Bordt, Ulrike von Luxburg
From Shapley Values to Generalized Additive Models and back. AISTATS (2023)
Suraj Srinivas, Sebastian Bordt, Hima Lakkaraju
Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness. CoRR (2023)
Suraj Srinivas, Sebastian Bordt, Himabindu Lakkaraju
Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness. NeurIPS (2023)
Sebastian Bordt, Ulrike von Luxburg
ChatGPT Participates in a Computer Science Exam. CoRR (2023)
Sebastian Bordt, Ulrike von Luxburg
A Bandit Model for Human-Machine Decision Making with Private Information and Opacity. AISTATS (2022)
Sebastian Bordt, Ulrike von Luxburg
From Shapley Values to Generalized Additive Models and back. CoRR (2022)
Sebastian Bordt, Uddeshya Upadhyay, Zeynep Akata, Ulrike von Luxburg
The Manifold Hypothesis for Gradient-Based Explanations. CoRR (2022)
Sebastian Bordt, Michèle Finck, Eric Raidl, Ulrike von Luxburg
Post-Hoc Explanations Fail to Achieve their Purpose in Adversarial Contexts. CoRR (2022)
Sebastian Bordt, Michèle Finck, Eric Raidl, Ulrike von Luxburg
Post-Hoc Explanations Fail to Achieve their Purpose in Adversarial Contexts. FAccT (2022)
Leena Chennuru Vankadara, Sebastian Bordt, Ulrike von Luxburg, Debarghya Ghoshdastidar
Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models. AISTATS (2021)
Leena Chennuru Vankadara, Sebastian Bordt, Ulrike von Luxburg, Debarghya Ghoshdastidar
Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models. CoRR (2021)
Sebastian Bordt, Ulrike von Luxburg
When Humans and Machines Make Joint Decisions: A Non-Symmetric Bandit Model. CoRR (2020)