| Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians | Oct 27, 2019 | Decision Makingquantile regression | CodeCode Available | 0 |
| Informed AI Regulation: Comparing the Ethical Frameworks of Leading LLM Chatbots Using an Ethics-Based Audit to Assess Moral Reasoning and Normative Values | Jan 9, 2024 | Decision MakingEthics | CodeCode Available | 0 |
| Feudal Graph Reinforcement Learning | Apr 11, 2023 | Decision MakingGraph Clustering | CodeCode Available | 0 |
| Physician Detection of Clinical Harm in Machine Translation: Quality Estimation Aids in Reliance and Backtranslation Identifies Critical Errors | Oct 25, 2023 | Decision MakingMachine Translation | CodeCode Available | 0 |
| Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous Driving | Jul 11, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Data-Driven Dynamic Decision Models | Mar 26, 2016 | Decision Making | CodeCode Available | 0 |
| Modelling Patient Trajectories Using Multimodal Information | Sep 9, 2022 | Decision Making | CodeCode Available | 0 |
| Quantifying Interpretability and Trust in Machine Learning Systems | Jan 20, 2019 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| CILP: Co-simulation based Imitation Learner for Dynamic Resource Provisioning in Cloud Computing Environments | Feb 11, 2023 | Cloud ComputingDecision Making | CodeCode Available | 0 |
| Data-Adaptive Tradeoffs among Multiple Risks in Distribution-Free Prediction | Mar 28, 2024 | Decision MakingUncertainty Quantification | CodeCode Available | 0 |
| Fighter Jet Navigation and Combat using Deep Reinforcement Learning with Explainable AI | Feb 19, 2025 | counterfactualDecision Making | CodeCode Available | 0 |
| Bio-inspired spike-based Hippocampus and Posterior Parietal Cortex models for robot navigation and environment pseudo-mapping | May 22, 2023 | Decision MakingHippocampus | CodeCode Available | 0 |
| Adaptive Hypergraph Network for Trust Prediction | Feb 7, 2024 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation | Jul 12, 2023 | Decision MakingImage Inpainting | CodeCode Available | 0 |
| FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces | Jan 22, 2025 | Decision Making | CodeCode Available | 0 |
| FIMBA: Evaluating the Robustness of AI in Genomics via Feature Importance Adversarial Attacks | Jan 19, 2024 | Decision MakingDrug Discovery | CodeCode Available | 0 |
| Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations | Jul 23, 2022 | Decision MakingExplanation Generation | CodeCode Available | 0 |
| Prompting Whole Slide Image Based Genetic Biomarker Prediction | Jun 26, 2024 | Decision MakingPrediction | CodeCode Available | 0 |
| BIG-MoE: Bypass Isolated Gating MoE for Generalized Multimodal Face Anti-Spoofing | Dec 24, 2024 | Decision MakingFace Anti-Spoofing | CodeCode Available | 0 |
| Innovative Quantitative Analysis for Disease Progression Assessment in Familial Cerebral Cavernous Malformations | Mar 23, 2024 | Decision MakingImage Registration | CodeCode Available | 0 |
| Predictive Analytics of Varieties of Potatoes | Apr 4, 2024 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| ChronosPerseus: Randomized Point-based Value Iteration with Importance Sampling for POSMDPs | Jul 16, 2022 | Decision Making | CodeCode Available | 0 |
| A fuzzy rank-based ensemble of CNN models for MRI segmentation | Dec 28, 2024 | Decision MakingMRI segmentation | CodeCode Available | 0 |
| Data-Adaptive Discriminative Feature Localization with Statistically Guaranteed Interpretation | Nov 18, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |
| Lifelong Learning with a Changing Action Set | Jun 5, 2019 | Decision MakingLifelong learning | CodeCode Available | 0 |
| Analyzing dynamic decision-making models using Chapman-Kolmogorov equations | Mar 25, 2019 | Decision Making | CodeCode Available | 0 |
| Finding Counterfactually Optimal Action Sequences in Continuous State Spaces | Jun 6, 2023 | Causal InferenceDecision Making | CodeCode Available | 0 |
| End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations | Mar 19, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Offline Policy Optimization with Eligible Actions | Jul 1, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision~Boundary | Aug 12, 2024 | Decision Making | CodeCode Available | 0 |
| Finding Regions of Heterogeneity in Decision-Making via Expected Conditional Covariance | Oct 27, 2021 | Causal InferenceClinical Knowledge | CodeCode Available | 0 |
| Offline Recommender System Evaluation under Unobserved Confounding | Sep 8, 2023 | Decision MakingRecommendation Systems | CodeCode Available | 0 |
| Finding signatures of low-dimensional geometric landscapes in high-dimensional cell fate transitions | Jun 4, 2025 | Decision Making | CodeCode Available | 0 |
| ADESSE: Advice Explanations in Complex Repeated Decision-Making Environments | May 31, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Finding the Gap: Neuromorphic Motion Vision in Cluttered Environments | Feb 16, 2021 | Autonomous VehiclesCollision Avoidance | CodeCode Available | 0 |
| Big Earth Data and Machine Learning for Sustainable and Resilient Agriculture | Nov 22, 2022 | Decision MakingEarth Observation | CodeCode Available | 0 |
| Instance Temperature Knowledge Distillation | Jun 27, 2024 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
| A Social Robot with Inner Speech for Dietary Guidance | May 13, 2025 | Computational EfficiencyDecision Making | CodeCode Available | 0 |
| Instructed to Bias: Instruction-Tuned Language Models Exhibit Emergent Cognitive Bias | Aug 1, 2023 | Decision Making | CodeCode Available | 0 |
| Instructive artificial intelligence (AI) for human training, assistance, and explainability | Nov 2, 2021 | Decision MakingExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Policy Iterations for Reinforcement Learning Problems in Continuous Time and Space -- Fundamental Theory and Methods | May 9, 2017 | Decision MakingQ-Learning | CodeCode Available | 0 |
| Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design | Mar 6, 2023 | Decision Makingmodel | CodeCode Available | 0 |
| Reinforcement Learning for Channel Coding: Learned Bit-Flipping Decoding | Jun 11, 2019 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning with AI Planning Models | Mar 1, 2022 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Analysis of Evolutionary Program Synthesis for Card Games | Jan 8, 2021 | Card GamesDecision Making | CodeCode Available | 0 |
| A Deep Reinforcement Learning Framework For Column Generation | Jun 3, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| A Deep Recurrent Q Network towards Self-adapting Distributed Microservices architecture | Jan 13, 2019 | Decision MakingQ-Learning | CodeCode Available | 0 |
| AI in the Gray: Exploring Moderation Policies in Dialogic Large Language Models vs. Human Answers in Controversial Topics | Aug 28, 2023 | Decision Making | CodeCode Available | 0 |
| Off-Policy Evaluation for Action-Dependent Non-Stationary Environments | Jan 24, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Dancing with Critiques: Enhancing LLM Reasoning with Stepwise Natural Language Self-Critique | Mar 21, 2025 | Decision Making | CodeCode Available | 0 |