decision theory

Case-Based Decision-Theoretic Decoding with Quality Memories EMNLP 2025 Classifying Copy Number Variations Using State Space Modeling of Targeted Sequencing Data: A Case Study in Thalassemia MLHC 2025 Decision-aware Training of Spatiotemporal Forecasting Models to Select a Top-K Subset of Sites for Intervention ICML 2025 PersonaGym: Evaluating Persona Agents and LLMs EMNLP 2025 Approximation Algorithms for Preference Aggregation Using CP-Nets AAAI 2024 A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems NeurIPS 2024 Moral Uncertainty and the Problem of Fanaticism AAAI 2024 Reciprocal Learning NeurIPS 2024 Revisiting and Improving Scoring Fusion for Spoofing-aware Speaker Verification Using Compositional Data Analysis Interspeech 2024 Hypervolume Knowledge Gradient: A Lookahead Approach for Multi-Objective Bayesian Optimization with Partial Information ICML 2023 qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization AISTATS 2023 Quantifying Harm IJCAI 2023 R-U-SURE? Uncertainty-Aware Code Suggestions By Maximizing Utility Across Random User Intents ICML 2023 Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing ICLR 2023 Statistical Comparisons of Classifiers by Generalized Stochastic Dominance JMLR 2023 A Complete Criterion for Value of Information in Soluble Influence Diagrams AAAI 2022 Generalizing Bayesian Optimization with Decision-theoretic Entropies NeurIPS 2022 Group Wisdom at a Price: Jury Theorems with Costly Information IJCAI 2022 Hedging as Reward Augmentation in Probabilistic Graphical Models NeurIPS 2022 Alternative Microfoundations for Strategic Classification ICML 2021 Apparently Irrational Choice as Optimal Sequential Decision Making AAAI 2021 Foundations of Bayesian Learning from Synthetic Data AISTATS 2021 Modeling Risky Choices in Unknown Environments ACML 2021 Reinforcement Learning in Newcomblike Environments NeurIPS 2021 Uncertain Decisions Facilitate Better Preference Learning NeurIPS 2021