Sebastian Bordt
6 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (11)
β
The Questioner
(2)
Conferences
AISTATS (3)
ICML (2)
NIPS (1)
Top co-authors
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)
generalized additive model
(1)
consistency guarantee
(1)
shapley value
(1)
model interpretation
(1)
human-machine decision making
(1)
private information
(1)
coordination strategy
(1)
explainable machine learning
(1)
input gradient
(1)
human-machine interaction
(1)
gradient regularization
(1)
perceptually-aligned gradient
(1)
Papers
How Much Can We Forget about Data Contamination?
ICML 2025
Position: Rethinking Explainable Machine Learning as Applied Statistics
ICML 2025
Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness
NIPS 2023
From Shapley Values to Generalized Additive Models and back
AISTATS 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