Joachim Baumann
4 papers · 2023–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Keywords
machine learning
(3)
algorithmic bia
(2)
bias mitigation
(1)
long-tail distribution
(1)
recommender system
(1)
risk prediction
(1)
objective function
(1)
fairness-aware learning
(1)
fairness evaluation
(1)
collective action
(1)
rental assistance
(1)
homelessness prevention
(1)
eviction prevention
(1)
social policy
(1)
algorithmic decision-making
(1)
algorithmic fairness
(1)
housing policy
(1)
synthetic data generation
(1)
Papers
Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists
NeurIPS 2024
Identifying, Mitigating, and Anticipating Bias in Algorithmic Decisions
AAAI 2024
Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance
AAAI 2024
Bias On Demand: Investigating Bias with a Synthetic Data Generator
IJCAI 2023