Drago Plecko

According to our database1, Drago Plecko authored at least 14 papers between 2019 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2019
2020
2021
2022
2023
2024
2025
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7
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4
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2025
An Algorithmic Approach for Causal Health Equity: A Look at Race Differentials in Intensive Care Unit (ICU) Outcomes.
CoRR, January, 2025

2024
fairadapt: Causal Reasoning for Fair Data Preprocessing.
J. Stat. Softw., 2024

Causal Fairness Analysis: A Causal Toolkit for Fair Machine Learning.
Found. Trends Mach. Learn., 2024

Interaction Testing in Variation Analysis.
CoRR, 2024

Fairness-Accuracy Trade-Offs: A Causal Perspective.
CoRR, 2024

Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Reconciling Predictive and Statistical Parity: A Causal Approach.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Fair Clustering: A Causal Perspective.
CoRR, 2023

Causal Fairness for Outcome Control.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Causal Framework for Decomposing Spurious Variations.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Causal Fairness Analysis.
CoRR, 2022

2021
fairadapt: Causal Reasoning for Fair Data Pre-processing.
CoRR, 2021

Predicting sepsis in multi-site, multi-national intensive care cohorts using deep learning.
CoRR, 2021

2019
Fair Data Adaptation with Quantile Preservation.
CoRR, 2019


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