Xavier Gitiaux
4 papers
· 2019–2022
· 3 conferences
· across top CS/AI conferences
Achievements
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(8)
🐣
Hot Topic Early Bird
Conferences
IJCAI (2)
AAAI (1)
AISTATS (1)
Top co-authors
Keywords
representation learning
(2)
fair representation
(2)
information bottleneck
(2)
distribution matching
(1)
mutual information
(1)
bias mitigation
(1)
sensitive attribute
(1)
rate-distortion theory
(1)
demographic parity
(1)
fair representation learning
(1)
discrimination detection
(1)
differential fairness
(1)
black box classifier
(1)
binary representation
(1)
neural network
(1)
information theory
(1)
fairness-information trade-off
(1)
algorithmic fairness
(1)
machine learning fairness
(1)
Papers
Fair Representations by Compression
AAAI 2021
Learning Smooth and Fair Representations
AISTATS 2021