| Beyond Bayes-optimality: meta-learning what you know you don't know | Sep 30, 2022 | Decision MakingMeta-Learning | —Unverified | 0 | 0 |
| Beyond Black Boxes: Enhancing Interpretability of Transformers Trained on Neural Data | Jun 16, 2025 | Decision Making | —Unverified | 0 | 0 |
| Beyond Collaborative Filtering: A Relook at Task Formulation in Recommender Systems | Apr 20, 2024 | Collaborative FilteringDecision Making | —Unverified | 0 | 0 |
| Beyond COVID-19 Diagnosis: Prognosis with Hierarchical Graph Representation Learning | Jan 1, 2021 | Computed Tomography (CT)COVID-19 Diagnosis | —Unverified | 0 | 0 |
| Beyond Expectations: Learning with Stochastic Dominance Made Practical | Feb 5, 2024 | Decision MakingPortfolio Optimization | —Unverified | 0 | 0 |
| Beyond Fine-Tuning: Effective Strategies for Mitigating Hallucinations in Large Language Models for Data Analytics | Oct 26, 2024 | Decision MakingNatural Language Queries | —Unverified | 0 | 0 |
| Beyond Forecasting: Compositional Time Series Reasoning for End-to-End Task Execution | Oct 5, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 | 0 |
| Beyond Glucose-Only Assessment: Advancing Nocturnal Hypoglycemia Prediction in Children with Type 1 Diabetes | Apr 12, 2025 | Decision MakingFeature Engineering | —Unverified | 0 | 0 |
| Beyond IID: data-driven decision-making in heterogeneous environments | Jun 20, 2022 | Decision Making | —Unverified | 0 | 0 |
| Beyond O(T) Regret: Decoupling Learning and Decision-making in Online Linear Programming | Jan 6, 2025 | Decision MakingSequential Decision Making | —Unverified | 0 | 0 |
| Beyond Metrics: Evaluating LLMs' Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios | Jun 1, 2024 | Decision MakingSentiment Analysis | —Unverified | 0 | 0 |
| Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making | Jun 11, 2025 | Decision Making | —Unverified | 0 | 0 |
| Beyond Numeric Awards: In-Context Dueling Bandits with LLM Agents | Jul 2, 2024 | Decision MakingIn-Context Reinforcement Learning | —Unverified | 0 | 0 |
| Beyond One-Size-Fits-All: Adapting Counterfactual Explanations to User Objectives | Apr 12, 2024 | Allcounterfactual | —Unverified | 0 | 0 |
| Beyond Predictions: A Participatory Framework for Multi-Stakeholder Decision-Making | Feb 12, 2025 | Decision Making | —Unverified | 0 | 0 |
| Beyond Predictive Algorithms in Child Welfare | Feb 26, 2024 | Decision Making | —Unverified | 0 | 0 |
| Beyond Rationality: Unveiling the Role of Animal Spirits and Inflation Extrapolation in Central Bank Communication of the US | Sep 17, 2024 | Decision Making | —Unverified | 0 | 0 |
| Beyond Recommendations: From Backward to Forward AI Support of Pilots' Decision-Making Process | Jun 13, 2024 | Decision Making | —Unverified | 0 | 0 |
| Beyond Recommender: An Exploratory Study of the Effects of Different AI Roles in AI-Assisted Decision Making | Mar 4, 2024 | Decision MakingDiversity | —Unverified | 0 | 0 |
| Beyond Segmentation: Confidence-Aware and Debiased Estimation of Ratio-based Biomarkers | May 26, 2025 | Decision MakingPrognosis | —Unverified | 0 | 0 |
| Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems | Feb 20, 2025 | BenchmarkingDecision Making | —Unverified | 0 | 0 |
| Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods | Oct 4, 2023 | Decision MakingPolicy Gradient Methods | —Unverified | 0 | 0 |
| Beyond Submodularity: A Unified Framework of Randomized Set Selection with Group Fairness Constraints | Apr 13, 2023 | Decision MakingFairness | —Unverified | 0 | 0 |
| Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial Narratives | Mar 21, 2024 | Decision MakingSemantic Similarity | —Unverified | 0 | 0 |
| Beyond Text: Utilizing Vocal Cues to Improve Decision Making in LLMs for Robot Navigation Tasks | Feb 5, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 | 0 |