Sébastien Gambs
5 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
black-box model
(3)
model explanation
(3)
decision tree
(1)
privacy auditing
(1)
interpretable model
(1)
privacy leakage
(1)
membership inference
(1)
machine learning model
(1)
generated data
(1)
post-hoc explanation
(1)
zero-knowledge proof
(1)
demographic parity
(1)
equalized odd
(1)
model auditing
(1)
fairness certification
(1)
privacy measurement
(1)
rule list
(1)
fidelity-unfairness trade-off
(1)
model security
(1)
fairwashing detection
(1)
Papers
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining
NeurIPS 2024
Confidential-PROFITT: Confidential PROof of FaIr Training of Trees
ICLR 2023
Washing The Unwashable : On The (Im)possibility of Fairwashing Detection
NeurIPS 2022
Characterizing the risk of fairwashing
NeurIPS 2021
Fairwashing: the risk of rationalization
ICML 2019