Drago Plecko

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Causal Bayesian Networks

Data Pre Processing

Overlapping Clusters

Causal Reasoning

Top Venues

Found. Trends Mach. Learn.

Publications

Drago Plecko, Elias Bareinboim
Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making. CoRR (2024)
Drago Plecko, Elias Bareinboim
Causal Fairness Analysis: A Causal Toolkit for Fair Machine Learning. Found. Trends Mach. Learn. 17 (3) (2024)
Drago Plecko, Elias Bareinboim
Reconciling Predictive and Statistical Parity: A Causal Approach. AAAI (2024)
Drago Plecko, Elias Bareinboim
Fairness-Accuracy Trade-Offs: A Causal Perspective. CoRR (2024)
Fritz M. Bayer, Drago Plecko, Niko Beerenwinkel, Jack Kuipers
Fair Clustering: A Causal Perspective. CoRR (2023)
Drago Plecko, Elias Bareinboim
Reconciling Predictive and Statistical Parity: A Causal Approach. CoRR (2023)
Drago Plecko, Elias Bareinboim
Causal Fairness for Outcome Control. CoRR (2023)
Drago Plecko, Elias Bareinboim
Causal Fairness for Outcome Control. NeurIPS (2023)
Drago Plecko, Elias Bareinboim
A Causal Framework for Decomposing Spurious Variations. CoRR (2023)
Drago Plecko, Elias Bareinboim
A Causal Framework for Decomposing Spurious Variations. NeurIPS (2023)
Drago Plecko, Elias Bareinboim
Causal Fairness Analysis. CoRR (2022)
Michael Moor, Nicolas Bennett, Drago Plecko, Max Horn, Bastian Rieck, Nicolai Meinshausen, Peter Bühlmann, Karsten M. Borgwardt
Predicting sepsis in multi-site, multi-national intensive care cohorts using deep learning. CoRR (2021)
Drago Plecko, Nicolas Bennett, Nicolai Meinshausen
fairadapt: Causal Reasoning for Fair Data Pre-processing. CoRR (2021)
Drago Plecko, Nicolai Meinshausen
Fair Data Adaptation with Quantile Preservation. CoRR (2019)