individual fairness

FairGC: Fostering Individual and Group Fairness for Deep Graph Clustering AAAI 2026 GUIC: Certified Graph Unlearning with Individual Fairness Guarantees AAAI 2026 Leap of FAITH from GNN-to-MLP: Fairness Aware Inference via DisTillation of GrapH Knowledge AAAI 2026 SMiLE: Provably Enforcing Global Relational Properties in Neural Networks AAAI 2026 Active Fourier Auditor for Estimating Distributional Properties of ML Models AAAI 2025 A Subquadratic Time Approximation Algorithm for Individually Fair k-Center AISTATS 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 Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces AAAI 2024 FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024 Individual Fairness in Graph Decomposition ICML 2024 Individual Fairness under Group Fairness Constraints in Bipartite Matching - One Framework to Approximate Them All IJCAI 2024 Monotone Individual Fairness ICML 2024 Proportional Fairness in Clustering: A Social Choice Perspective NeurIPS 2024 REGLO: Provable Neural Network Repair for Global Robustness Properties AAAI 2024 Scalable Algorithms for Individual Preference Stable Clustering AISTATS 2024 Stability and Multigroup Fairness in Ranking with Uncertain Predictions ICML 2024 Wasserstein Distributionally Robust Optimization through the Lens of Structural Causal Models and Individual Fairness NeurIPS 2024 Accurate Fairness: Improving Individual Fairness without Trading Accuracy AAAI 2023 Censored Fairness through Awareness AAAI 2023 CertiFair: A Framework for Certified Global Fairness of Neural Networks AAAI 2023 Certification of Distributional Individual Fairness NeurIPS 2023 Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions NeurIPS 2023 Fairness in Matching under Uncertainty ICML 2023 Individual Arbitrariness and Group Fairness NeurIPS 2023