| Human-Aligned Calibration for AI-Assisted Decision Making | May 31, 2023 | Decision Making | CodeCode Available | 0 |
| Expert-elicitation method for non-parametric joint priors using normalizing flows | Nov 24, 2024 | Decision Making | CodeCode Available | 0 |
| Expert-guided Bayesian Optimisation for Human-in-the-loop Experimental Design of Known Systems | Dec 5, 2023 | Bayesian OptimisationDecision Making | CodeCode Available | 0 |
| Human-Alignment Influences the Utility of AI-assisted Decision Making | Jan 23, 2025 | Decision Making | CodeCode Available | 0 |
| ANSR-DT: An Adaptive Neuro-Symbolic Learning and Reasoning Framework for Digital Twins | Jan 15, 2025 | Decision MakingEvent Detection | CodeCode Available | 0 |
| Learning Embeddings for Sequential Tasks Using Population of Agents | Jun 5, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Combining Experimental and Historical Data for Policy Evaluation | Jun 1, 2024 | Data IntegrationDecision Making | CodeCode Available | 0 |
| Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster | Jun 6, 2024 | Decision Making | CodeCode Available | 0 |
| A Methodology and Software Architecture to Support Explainability-by-Design | Jun 13, 2022 | Decision MakingSentence | CodeCode Available | 0 |
| On the Robustness of Decision-Focused Learning | Nov 28, 2023 | Decision Making | CodeCode Available | 0 |
| A novel rule-based evolving Fuzzy System applied to the thermal modeling of power transformers | Nov 1, 2021 | Decision MakingTime Series | CodeCode Available | 0 |
| On the Robustness of Random Forest Against Untargeted Data Poisoning: An Ensemble-Based Approach | Sep 28, 2022 | Data PoisoningDecision Making | CodeCode Available | 0 |
| Neural Consciousness Flow | May 30, 2019 | Decision MakingKnowledge Base Completion | CodeCode Available | 0 |
| Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery | Jul 6, 2018 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Neural Contextual Bandits without Regret | Jul 7, 2021 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetry | Mar 9, 2024 | Decision MakingEnsemble Learning | CodeCode Available | 0 |
| Explainability of Deep Neural Networks for Brain Tumor Detection | Oct 10, 2024 | Data AugmentationDecision Making | CodeCode Available | 0 |
| A digital twin framework for civil engineering structures | Aug 2, 2023 | Bayesian InferenceCantilever Beam | CodeCode Available | 0 |
| Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns | Jun 10, 2019 | Decision MakingFairness | CodeCode Available | 0 |
| A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification | Mar 14, 2022 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure | Aug 27, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation | May 17, 2023 | Decision MakingOff-policy evaluation | CodeCode Available | 0 |
| Learning fair representation with a parametric integral probability metric | Feb 7, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Human Decision-making is Susceptible to AI-driven Manipulation | Feb 11, 2025 | Decision Making | CodeCode Available | 0 |
| Learning Fair Rule Lists | Sep 9, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Agent Performing Autonomous Stock Trading under Good and Bad Situations | Jun 6, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| A Novel Deep Neural Network for Trajectory Prediction in Automated Vehicles Using Velocity Vector Field | Sep 19, 2023 | Decision MakingMotion Planning | CodeCode Available | 0 |
| Human Factors in Model Interpretability: Industry Practices, Challenges, and Needs | Apr 23, 2020 | Decision Making | CodeCode Available | 0 |
| Human-Inspired Framework to Accelerate Reinforcement Learning | Feb 28, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| neuralGAM: Explainable generalized additive neural networks with independent neural network training | Jul 8, 2024 | Additive modelsAnomaly Detection | CodeCode Available | 0 |
| Deep Joint Learning of Pathological Region Localization and Alzheimer's Disease Diagnosis | Aug 10, 2021 | Decision MakingPosition | CodeCode Available | 0 |
| Learning from a Biased Sample | Sep 5, 2022 | Decision MakingLength-of-Stay prediction | CodeCode Available | 0 |
| AutoGMap: Learning to Map Large-scale Sparse Graphs on Memristive Crossbars | Nov 15, 2021 | CPUDecision Making | CodeCode Available | 0 |
| Probabilistic multivariate electricity price forecasting using implicit generative ensemble post-processing | May 27, 2020 | Decision Making | CodeCode Available | 0 |
| Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research | Feb 7, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Explainable AI for ML jet taggers using expert variables and layerwise relevance propagation | Nov 26, 2020 | Decision Making | CodeCode Available | 0 |
| Learning from Heterogeneous Data Based on Social Interactions over Graphs | Dec 17, 2021 | Decision Making | CodeCode Available | 0 |
| QASports: A Question Answering Dataset about Sports | Sep 25, 2023 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| Explainable AI for Ship Collision Avoidance: Decoding Decision-Making Processes and Behavioral Intentions | May 15, 2024 | Collision AvoidanceDecision Making | CodeCode Available | 0 |
| AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval | Oct 3, 2023 | ArticlesDecision Making | CodeCode Available | 0 |
| Anonymous Hedonic Game for Task Allocation in a Large-Scale Multiple Agent System | Nov 18, 2017 | Decision Making | CodeCode Available | 0 |
| microPhantom: Playing microRTS under uncertainty and chaos | May 22, 2020 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| AgentForge: A Flexible Low-Code Platform for Reinforcement Learning Agent Design | Oct 25, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| Augmented Commonsense Knowledge for Remote Object Grounding | Jun 3, 2024 | Decision MakingObject | CodeCode Available | 0 |
| Auditing Fairness under Unobserved Confounding | Mar 18, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Explainable AI models for predicting liquefaction-induced lateral spreading | Apr 24, 2024 | Decision Making | CodeCode Available | 0 |
| Learning from the past: predicting critical transitions with machine learning trained on surrogates of historical data | Oct 13, 2024 | Decision MakingSociology | CodeCode Available | 0 |
| On the Selection Stability of Stability Selection and Its Applications | Nov 14, 2024 | Decision MakingVariable Selection | CodeCode Available | 0 |
| Audio Explanation Synthesis with Generative Foundation Models | Oct 10, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Predicting and Understanding Human Action Decisions during Skillful Joint-Action via Machine Learning and Explainable-AI | Jun 6, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |