Stefan Kolek
5 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
CVPR (1)
ECCV (1)
ICCV (1)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
image classification
(2)
differential privacy
(1)
adversarial learning
(1)
feature learning
(1)
vision-language model
(1)
interpretable classifier
(1)
model explanation
(1)
membership inference
(1)
privacy guarantee
(1)
threat model
(1)
sparse dictionary learning
(1)
interpretable query
(1)
information pursuit
(1)
suboptimal adversary
(1)
dictionary learning
(1)
adversarial capability
(1)
Papers
Learning Interpretable Queries for Explainable Image Classification with Information Pursuit
ICCV 2025
Beyond the Calibration Point: Mechanism Comparison in Differential Privacy
ICML 2024
Optimal privacy guarantees for a relaxed threat model: Addressing sub-optimal adversaries in differentially private machine learning
NIPS 2023
Explaining Image Classifiers With Multiscale Directional Image Representation
CVPR 2023
Cartoon Explanations of Image Classifiers
ECCV 2022