Sebastian Bordt
6 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(15)
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The Questioner
(2)
Venues
Top co-authors
Research topics
Keywords
adversarial learning
(1)
game theory
(1)
adversarial training
(1)
kernel clustering
(1)
kernel density estimation
(1)
feature interaction
(1)
multi-armed bandit
(1)
regret bound
(1)
weight decay
(1)
generalized additive model
(1)
consistency guarantee
(1)
shapley value
(1)
model interpretation
(1)
human-machine decision making
(1)
private information
(1)
coordination strategy
(1)
nonparametric mixture
(1)
explainable machine learning
(1)
input gradient
(1)
human-machine interaction
(1)
Papers
How Much Can We Forget about Data Contamination?
ICML 2025
Position: Rethinking Explainable Machine Learning as Applied Statistics
ICML 2025
From Shapley Values to Generalized Additive Models and back
AISTATS 2023
Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness
NeurIPS 2023
A Bandit Model for Human-Machine Decision Making with Private Information and Opacity
AISTATS 2022
Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models
AISTATS 2021