Jacqueline Maasch
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
causal discovery
(2)
algorithmic fairness
(1)
average treatment effect
(1)
independence test
(1)
additive noise model
(1)
constraint-based algorithm
(1)
causal fairness
(1)
direct discrimination
(1)
structural discrimination
(1)
latent confounding
(1)
adjustment set
(1)
topological sorting
(1)
causal inference
(1)
global causal discovery
(1)
Papers
Local Causal Discovery for Structural Evidence of Direct Discrimination
AAAI 2025
Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models
NeurIPS 2024
Local Discovery by Partitioning: Polynomial-Time Causal Discovery Around Exposure-Outcome Pairs
UAI 2024