Plečko, Drago

9 publications

AAAI 2025 Counterfactual Identification Under Monotonicity Constraints Aurghya Maiti, Drago Plecko, Elias Bareinboim

CLeaR 2025 Fair Clustering: A Causal Perspective Fritz Bayer, Drago Plečko, Niko Beerenwinkel, Jack Kuipers

AAAI 2025 Fairness-Accuracy Trade-Offs: A Causal Perspective Drago Plecko, Elias Bareinboim

FnTML 2024 Causal Fairness Analysis: A Causal Toolkit for Fair Machine Learning Drago Plecko, Elias Bareinboim

NeurIPS 2024 Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making Drago Plecko, Elias Bareinboim

AAAI 2024 Reconciling Predictive and Statistical Parity: A Causal Approach Drago Plecko, Elias Bareinboim

NeurIPS 2023 A Causal Framework for Decomposing Spurious Variations Drago Plecko, Elias Bareinboim

NeurIPS 2023 Causal Fairness for Outcome Control Drago Plecko, Elias Bareinboim

JMLR 2020 Fair Data Adaptation with Quantile Preservation Drago Plečko, Nicolai Meinshausen