stochastic dominance

Center-Outward q-Dominance: A Sample-Computable Proxy for Strong Stochastic Dominance in Stochastic Multi-Objective Optimisation AAAI 2026 Stochastic Dominance Driven First-Order Policy Optimization for Multi-Objective Reinforcement Learning UAI 2026 Scalable Private Partition Selection via Adaptive Weighting ICML 2025 Temporal Fair Division AAAI 2025 Distributional Preference Alignment of LLMs via Optimal Transport NeurIPS 2024 Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking NeurIPS 2024 Optimizing Noise for f-Differential Privacy via Anti-Concentration and Stochastic Dominance JMLR 2024 Risk Aware Benchmarking of Large Language Models ICML 2024 Statistical Multicriteria Benchmarking via the GSD-Front NeurIPS 2024 Conformal Meta-learners for Predictive Inference of Individual Treatment Effects NeurIPS 2023 Learning to Optimize with Stochastic Dominance Constraints AISTATS 2023 Robust statistical comparison of random variables with locally varying scale of measurement UAI 2023 Statistical Comparisons of Classifiers by Generalized Stochastic Dominance JMLR 2023 Incentives in Social Decision Schemes with Pairwise Comparison Preferences IJCAI 2022 Proportional allocation of indivisible resources under ordinal and uncertain preferences. UAI 2022 Stochastically Dominant Distributional Reinforcement Learning ICML 2020 Deep Dominance - How to Properly Compare Deep Neural Models ACL 2019 Fair Allocation based on Diminishing Differences IJCAI 2017