Drago Plecko - RankMe

22 papers A* 6Journal 15Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An Algorithmic Approach for Causal Health Equity: A Look at Race Differentials in Intensive Care Unit (ICU) Outcomes. CoRR Drago Plecko, Paul Secombe, Andrea Clarke, Amelia Fiske, Samarra Toby, Donisha Duff, David Pilcher, Leo Anthony Celi, Rinaldo Bellomo, Elias Bareinboim
2025	A*	`conf`	Counterfactual Identification Under Monotonicity Constraints. AAAI Aurghya Maiti, Drago Plecko, Elias Bareinboim
2025	J	`jnl`	Epidemiology of Large Language Models: A Benchmark for Observational Distribution Knowledge. CoRR Drago Plecko, Patrik Okanovic, Torsten Hoefler, Elias Bareinboim
2025	—	`conf`	Fair Clustering: A Causal Perspective. CLeaR Fritz M. Bayer, Drago Plecko, Niko Beerenwinkel, Jack Kuipers
2025	A*	`conf`	Fairness-Accuracy Trade-Offs: A Causal Perspective. AAAI Drago Plecko, Elias Bareinboim
2024	J	`jnl`	Causal Fairness Analysis: A Causal Toolkit for Fair Machine Learning. Found. Trends Mach. Learn. Drago Plecko, Elias Bareinboim
2024	J	`jnl`	Fairness-Accuracy Trade-Offs: A Causal Perspective. CoRR Drago Plecko, Elias Bareinboim
2024	J	`jnl`	Interaction Testing in Variation Analysis. CoRR Drago Plecko
2024	A*	`conf`	Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making. NeurIPS Drago Plecko, Elias Bareinboim
2024	J	`jnl`	Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making. CoRR Drago Plecko, Elias Bareinboim
2024	A*	`conf`	Reconciling Predictive and Statistical Parity: A Causal Approach. AAAI Drago Plecko, Elias Bareinboim
2024	J	`jnl`	fairadapt: Causal Reasoning for Fair Data Preprocessing. J. Stat. Softw. Drago Plecko, Nicolas Bennett, Nicolai Meinshausen
2023	A*	`conf`	A Causal Framework for Decomposing Spurious Variations. NeurIPS Drago Plecko, Elias Bareinboim
2023	J	`jnl`	A Causal Framework for Decomposing Spurious Variations. CoRR Drago Plecko, Elias Bareinboim
2023	A*	`conf`	Causal Fairness for Outcome Control. NeurIPS Drago Plecko, Elias Bareinboim
2023	J	`jnl`	Causal Fairness for Outcome Control. CoRR Drago Plecko, Elias Bareinboim
2023	J	`jnl`	Fair Clustering: A Causal Perspective. CoRR Fritz M. Bayer, Drago Plecko, Niko Beerenwinkel, Jack Kuipers
2023	J	`jnl`	Reconciling Predictive and Statistical Parity: A Causal Approach. CoRR Drago Plecko, Elias Bareinboim
2022	J	`jnl`	Causal Fairness Analysis. CoRR Drago Plecko, Elias Bareinboim
2021	J	`jnl`	Predicting sepsis in multi-site, multi-national intensive care cohorts using deep learning. CoRR Michael Moor, Nicolas Bennett, Drago Plecko, Max Horn, Bastian Rieck, Nicolai Meinshausen, Peter Bühlmann, Karsten M. Borgwardt
2021	J	`jnl`	fairadapt: Causal Reasoning for Fair Data Pre-processing. CoRR Drago Plecko, Nicolas Bennett, Nicolai Meinshausen
2019	J	`jnl`	Fair Data Adaptation with Quantile Preservation. CoRR Drago Plecko, Nicolai Meinshausen