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Papers
A Closed-Form Solution for Debiasing Vision-Language Models with Utility Guarantees Across Modalities and Tasks
CVPR 2026
Center-Outward q-Dominance: A Sample-Computable Proxy for Strong Stochastic Dominance in Stochastic Multi-Objective Optimisation
AAAI 2026
EFX and PO Allocation Exists for Two Types of Goods
AAAI 2026
Existence of 2-EFX Allocations of Chores
AAAI 2026
Fair Division Among Couples and Small Groups
AAAI 2026
Fairness and Stability for Shared Resource Allocation Problems
AAAI 2026
Graph-Dependent Regret Bounds in Multi-Armed Bandits with Interference
UAI 2026
Jailbreak-Zero: A Path to Pareto Optimal Red Teaming for Large Language Models
ACL 2026
Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies
AAAI 2026
Bone Soups: A Seek-and-Soup Model Merging Approach for Controllable Multi-Objective Generation
ACL 2025
Constrained Fair and Efficient Allocations
AAAI 2025
Controllable Unlearning for Image-to-Image Generative Models via ε-Constrained Optimization
ICLR 2025
Fair and Efficient Completion of Indivisible Goods
AAAI 2025
Fair Division with Market Values
AAAI 2025
Leveraging Variable Sparsity to Refine Pareto Stationarity in Multi-Objective Optimization
ICLR 2025
Policy Iteration for Two-Player General-Sum Stochastic Stackelberg Games
ACML 2025
qPOTS: Efficient Batch Multiobjective Bayesian Optimization via Pareto Optimal Thompson Sampling
AISTATS 2025
Reward Dimension Reduction for Scalable Multi-Objective Reinforcement Learning
ICLR 2025
Scenario-Based Robust Optimization of Tree Structures
AAAI 2025
Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment
ACL 2025
Understanding EFX Allocations: Counting and Variants
AAAI 2025
User Preference Meets Pareto-Optimality in Multi-Objective Bayesian Optimization
AAAI 2025
Adaptive Stochastic Gradient Algorithm for Black-box Multi-Objective Learning
ICLR 2024
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling
NeurIPS 2024
Fair Distribution of Delivery Orders
IJCAI 2024