Drago Plecko
8 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (5)
π
Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
AAAI (3)
NIPS (3)
CLEAR (1)
JMLR (1)
Top co-authors
Keywords
causal inference
(6)
algorithmic fairness
(3)
causal decomposition
(2)
fairness criterion
(2)
fair machine learning
(1)
thresholding operation
(1)
causal identification
(1)
monotonicity constraint
(1)
statistical parity
(1)
demographic parity
(1)
random forest
(1)
instrumental variable
(1)
path-specific effect
(1)
quantile preservation
(1)
counterfactual identification
(1)
disparate impact
(1)
causal fairness
(1)
group disparity
(1)
spurious association
(1)
mediation analysis
(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
NIPS 2024
Reconciling Predictive and Statistical Parity: A Causal Approach
AAAI 2024
A Causal Framework for Decomposing Spurious Variations
NIPS 2023
Causal Fairness for Outcome Control
NIPS 2023
Fair Data Adaptation with Quantile Preservation
JMLR 2020