conftrace_

individual fairness

55 papers

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Also known as

IF

Co-occurring keywords

group fairness (158) algorithmic fairness (284) neural network (6616) causal inference (1630) fair clustering (43) approximation algorithm (630) metric fairness (3) fairness constraint (125) machine learning (436) distribution shift (722)

Papers

Leap of FAITH from GNN-to-MLP: Fairness Aware Inference via DisTillation of GrapH Knowledge AAAI 2026
GUIC: Certified Graph Unlearning with Individual Fairness Guarantees AAAI 2026
SMiLE: Provably Enforcing Global Relational Properties in Neural Networks AAAI 2026
FairGC: Fostering Individual and Group Fairness for Deep Graph Clustering AAAI 2026
Active Fourier Auditor for Estimating Distributional Properties of ML Models AAAI 2025
Efficient Counterexample-Guided Fairness Verification and Repair of Neural Networks Using Satisfiability Modulo Convex Programming IJCAI 2025
Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness AAAI 2025
REGLO: Provable Neural Network Repair for Global Robustness Properties AAAI 2024
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces AAAI 2024
Scalable Algorithms for Individual Preference Stable Clustering AISTATS 2024
Wasserstein Distributionally Robust Optimization through the Lens of Structural Causal Models and Individual Fairness NIPS 2024
FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024
Proportional Fairness in Clustering: A Social Choice Perspective NIPS 2024
Individual Fairness under Group Fairness Constraints in Bipartite Matching - One Framework to Approximate Them All IJCAI 2024
Individually Fair Learning with One-Sided Feedback ICML 2023
Rawlsian Fairness in Online Bipartite Matching: Two-Sided, Group, and Individual AAAI 2023
Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions NIPS 2023
Accurate Fairness: Improving Individual Fairness without Trading Accuracy AAAI 2023
CertiFair: A Framework for Certified Global Fairness of Neural Networks AAAI 2023
Censored Fairness through Awareness AAAI 2023
Certification of Distributional Individual Fairness NIPS 2023
Matrix Estimation for Individual Fairness ICML 2023
Learning Antidote Data to Individual Unfairness ICML 2023
Fairness in Matching under Uncertainty ICML 2023
Individual Arbitrariness and Group Fairness NIPS 2023