Saved in:
| Main Authors: | Quintanilla, Andrea, Van Horebeek, Johan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2504.18262 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Differential Parity: Relative Fairness Between Two Sets of Decisions
by: Yu, Zhe, et al.
Published: (2021)
by: Yu, Zhe, et al.
Published: (2021)
Optimal Fair Aggregation of Crowdsourced Noisy Labels using Demographic Parity Constraints
by: Singer, Gabriel, et al.
Published: (2026)
by: Singer, Gabriel, et al.
Published: (2026)
Privacy Constrained Fairness Estimation for Decision Trees
by: van der Steen, Florian, et al.
Published: (2023)
by: van der Steen, Florian, et al.
Published: (2023)
Loss Gap Parity for Fairness in Heterogeneous Federated Learning
by: Erraji, Brahim, et al.
Published: (2026)
by: Erraji, Brahim, et al.
Published: (2026)
Differential Adjusted Parity for Learning Fair Representations
by: Sahyouni, Bucher, et al.
Published: (2025)
by: Sahyouni, Bucher, et al.
Published: (2025)
Counterfactual Fairness Is Not Demographic Parity, and Other Observations
by: Silva, Ricardo
Published: (2024)
by: Silva, Ricardo
Published: (2024)
Unravelling the (In)compatibility of Statistical-Parity and Equalized-Odds
by: Bargh, Mortaza S., et al.
Published: (2026)
by: Bargh, Mortaza S., et al.
Published: (2026)
FairUDT: Fairness-aware Uplift Decision Trees
by: Zahid, Anam, et al.
Published: (2025)
by: Zahid, Anam, et al.
Published: (2025)
Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior
by: Navarro, Madeline, et al.
Published: (2024)
by: Navarro, Madeline, et al.
Published: (2024)
Set to Be Fair: Demographic Parity Constraints for Set-Valued Classification
by: Cohen, Eyal, et al.
Published: (2025)
by: Cohen, Eyal, et al.
Published: (2025)
Fair Regression under Demographic Parity: A Unified Framework
by: Feng, Yongzhen, et al.
Published: (2026)
by: Feng, Yongzhen, et al.
Published: (2026)
Learning Optimal Individualized Decision Rules with Conditional Demographic Parity
by: Cui, Wenhai, et al.
Published: (2026)
by: Cui, Wenhai, et al.
Published: (2026)
Fairness Meets Privacy: Integrating Differential Privacy and Demographic Parity in Multi-class Classification
by: Say, Lilian, et al.
Published: (2025)
by: Say, Lilian, et al.
Published: (2025)
On the Inductive Biases of Demographic Parity-based Fair Learning Algorithms
by: Lei, Haoyu, et al.
Published: (2024)
by: Lei, Haoyu, et al.
Published: (2024)
Decision Making with Differential Privacy under a Fairness Lens
by: Fioretto, Ferdinando, et al.
Published: (2021)
by: Fioretto, Ferdinando, et al.
Published: (2021)
Cumulative Utility Parity for Fair Federated Learning under Intermittent Client Participation
by: Behfar, Stefan, et al.
Published: (2026)
by: Behfar, Stefan, et al.
Published: (2026)
Double Fairness Policy Learning: Integrating Action Fairness and Outcome Fairness in Decision-making
by: Bian, Zeyu, et al.
Published: (2026)
by: Bian, Zeyu, et al.
Published: (2026)
Statistical Models of Top-$k$ Partial Orders
by: Awadelkarim, Amel, et al.
Published: (2024)
by: Awadelkarim, Amel, et al.
Published: (2024)
Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in Tokenization
by: Foroutan, Negar, et al.
Published: (2025)
by: Foroutan, Negar, et al.
Published: (2025)
LHT: Statistically-Driven Oblique Decision Trees for Interpretable Classification
by: Li, Hongyi, et al.
Published: (2025)
by: Li, Hongyi, et al.
Published: (2025)
Breaking the Dyadic Barrier: Rethinking Fairness in Link Prediction Beyond Demographic Parity
by: Mattos, João, et al.
Published: (2025)
by: Mattos, João, et al.
Published: (2025)
The Statistical Fairness-Accuracy Frontier
by: Fallah, Alireza, et al.
Published: (2025)
by: Fallah, Alireza, et al.
Published: (2025)
Accelerating Spectral Clustering under Fairness Constraints
by: Tonin, Francesco, et al.
Published: (2025)
by: Tonin, Francesco, et al.
Published: (2025)
A Statistical Decision-Theoretical Perspective on the Two-Stage Approach to Parameter Estimation
by: Lakshminarayanan, Braghadeesh, et al.
Published: (2022)
by: Lakshminarayanan, Braghadeesh, et al.
Published: (2022)
Guiding LLM Decision-Making with Fairness Reward Models
by: Hall, Zara, et al.
Published: (2025)
by: Hall, Zara, et al.
Published: (2025)
Decision-focused learning for optimal PV-Battery scheduling
by: Depoortere, Joris, et al.
Published: (2026)
by: Depoortere, Joris, et al.
Published: (2026)
Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision Making
by: Alamdari, Parand A., et al.
Published: (2023)
by: Alamdari, Parand A., et al.
Published: (2023)
Detecting Statistically Significant Fairness Violations in Recidivism Forecasting Algorithms
by: Joshi, Animesh
Published: (2025)
by: Joshi, Animesh
Published: (2025)
Fairness-Aware Estimation of Graphical Models
by: Zhou, Zhuoping, et al.
Published: (2024)
by: Zhou, Zhuoping, et al.
Published: (2024)
Fair Resource Allocation in Weakly Coupled Markov Decision Processes
by: Tu, Xiaohui, et al.
Published: (2024)
by: Tu, Xiaohui, et al.
Published: (2024)
Demographic Parity Tails for Regression
by: Le, Naht Sinh, et al.
Published: (2026)
by: Le, Naht Sinh, et al.
Published: (2026)
Matching the Statistical Query Lower Bound for $k$-Sparse Parity Problems with Sign Stochastic Gradient Descent
by: Kou, Yiwen, et al.
Published: (2024)
by: Kou, Yiwen, et al.
Published: (2024)
On the Statistical Optimality of Optimal Decision Trees
by: Xu, Zineng, et al.
Published: (2026)
by: Xu, Zineng, et al.
Published: (2026)
Improving Decision Trees through the Lens of Parameterized Local Search
by: Harviainen, Juha, et al.
Published: (2025)
by: Harviainen, Juha, et al.
Published: (2025)
On The Statistical Complexity of Offline Decision-Making
by: Nguyen-Tang, Thanh, et al.
Published: (2025)
by: Nguyen-Tang, Thanh, et al.
Published: (2025)
On the Maximal Local Disparity of Fairness-Aware Classifiers
by: Jin, Jinqiu, et al.
Published: (2024)
by: Jin, Jinqiu, et al.
Published: (2024)
TABFAIRGDT: A Fast Fair Tabular Data Generator using Autoregressive Decision Trees
by: Panagiotou, Emmanouil, et al.
Published: (2025)
by: Panagiotou, Emmanouil, et al.
Published: (2025)
Parity, Sensitivity, and Transformers
by: Kozachinskiy, Alexander, et al.
Published: (2026)
by: Kozachinskiy, Alexander, et al.
Published: (2026)
Emergent Bias and Fairness in Multi-Agent Decision Systems
by: Madigan, Maeve, et al.
Published: (2025)
by: Madigan, Maeve, et al.
Published: (2025)
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests
by: Chowdhury, Somnath Basu Roy, et al.
Published: (2023)
by: Chowdhury, Somnath Basu Roy, et al.
Published: (2023)
Similar Items
-
Differential Parity: Relative Fairness Between Two Sets of Decisions
by: Yu, Zhe, et al.
Published: (2021) -
Optimal Fair Aggregation of Crowdsourced Noisy Labels using Demographic Parity Constraints
by: Singer, Gabriel, et al.
Published: (2026) -
Privacy Constrained Fairness Estimation for Decision Trees
by: van der Steen, Florian, et al.
Published: (2023) -
Loss Gap Parity for Fairness in Heterogeneous Federated Learning
by: Erraji, Brahim, et al.
Published: (2026) -
Differential Adjusted Parity for Learning Fair Representations
by: Sahyouni, Bucher, et al.
Published: (2025)