Drago Plecko
8 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
causal inference
(6)
algorithmic fairness
(3)
causal fairness
(2)
causal decomposition
(2)
fairness criterion
(2)
counterfactual reasoning
(1)
causal identification
(1)
fairness metric
(1)
thresholding operation
(1)
explainable ai
(1)
fair machine learning
(1)
monotonicity constraint
(1)
statistical parity
(1)
demographic parity
(1)
instrumental variable
(1)
random forest
(1)
path-specific effect
(1)
bias amplification
(1)
quantile preservation
(1)
clustering
(1)
Papers
Counterfactual Identification Under Monotonicity Constraints
AAAI 2025
Fair Clustering: A Causal Perspective
CLeaR 2025
Fairness-Accuracy Trade-Offs: A Causal Perspective
AAAI 2025
Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making
NeurIPS 2024
Reconciling Predictive and Statistical Parity: A Causal Approach
AAAI 2024
A Causal Framework for Decomposing Spurious Variations
NeurIPS 2023
Causal Fairness for Outcome Control
NeurIPS 2023
Fair Data Adaptation with Quantile Preservation
JMLR 2020