Bjoern Eskofier
4 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π
Conference Polyglot
(4)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (1)
ICML (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
domain adaptation
(1)
deep learning
(1)
loss landscape
(1)
mutual information
(1)
statistical evaluation
(1)
distribution shift
(1)
saliency map
(1)
domain knowledge
(1)
adversarial attack
(1)
out-of-distribution detection
(1)
feature engineering
(1)
tabular datum
(1)
medical domain
(1)
clustering comparison
(1)
clustering evaluation
(1)
adjusted rand index
(1)
adversarial attack detection
(1)
decision region
(1)
machine learning pipeline
(1)
geometric gradient analysis
(1)
Papers
Perspective: Leveraging Domain Knowledge for Tabular Machine Learning in the Medical Domain
ACL 2025
$p$-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison
NIPS 2023
Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification
ICML 2022
Identifying untrustworthy predictions in neural networks by geometric gradient analysis
UAI 2021