| Generalizing Orthogonalization for Models with Non-Linearities | May 3, 2024 | Decision Making | CodeCode Available | 0 |
| A Deep Reinforcement Learning Framework for Dynamic Portfolio Optimization: Evidence from China's Stock Market | Dec 24, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Inverse Online Learning: Understanding Non-Stationary and Reactionary Policies | Mar 14, 2022 | Decision MakingState Space Models | CodeCode Available | 0 |
| Dynamic Placement of Rapidly Deployable Mobile Sensor Robots Using Machine Learning and Expected Value of Information | Nov 15, 2021 | Decision Making | CodeCode Available | 0 |
| Differentiable Causal Backdoor Discovery | Mar 3, 2020 | Decision Making | CodeCode Available | 0 |
| Multi-Feature Semi-Supervised Learning for COVID-19 Diagnosis from Chest X-ray Images | Apr 4, 2021 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 0 |
| Balanced and Explainable Social Media Analysis for Public Health with Large Language Models | Sep 12, 2023 | Data AugmentationDecision Making | CodeCode Available | 0 |
| A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud | May 31, 2022 | CPUDecision Making | CodeCode Available | 0 |
| Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training (TXIT) Exam and Red Journal Gray Zone Cases: Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology | Apr 24, 2023 | BenchmarkingDecision Making | CodeCode Available | 0 |
| AI-coherent data-driven forecasting model for a combined cycle power plant | Apr 19, 2023 | Decision MakingModel Optimization | CodeCode Available | 0 |
| Dynamic Real-time Multimodal Routing with Hierarchical Hybrid Planning | Feb 5, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| InvestAlign: Overcoming Data Scarcity in Aligning Large Language Models with Investor Decision-Making Processes under Herd Behavior | Jul 9, 2025 | Decision Making | CodeCode Available | 0 |
| Quantile Bandits for Best Arms Identification | Oct 22, 2020 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Generating collective counterfactual explanations in score-based classification via mathematical optimization | Oct 19, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation | Sep 13, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Orthogonal Ensemble Networks for Biomedical Image Segmentation | May 22, 2021 | Decision MakingDiversity | CodeCode Available | 0 |
| Machine learning for long-distance quantum communication | Apr 24, 2019 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical Systems | Feb 20, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Multi-hop Reading Comprehension through Question Decomposition and Rescoring | Jun 7, 2019 | Decision MakingMulti-Hop Reading Comprehension | CodeCode Available | 0 |
| Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal | May 23, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes | Mar 14, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges | Jun 12, 2025 | Decision MakingRAG | CodeCode Available | 0 |
| Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling | Apr 11, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| Investigating Human Priors for Playing Video Games | Feb 28, 2018 | Decision Making | CodeCode Available | 0 |
| Corpus Creation for Sentiment Analysis in Code-Mixed Tamil-English Text | May 30, 2020 | Decision MakingSentiment Analysis | CodeCode Available | 0 |
| A black-box adversarial attack for poisoning clustering | Sep 9, 2020 | Adversarial AttackClustering | CodeCode Available | 0 |
| Generating Origin-Destination Matrices in Neural Spatial Interaction Models | Oct 9, 2024 | Agent-based model inverse problemDecision Making | CodeCode Available | 0 |
| Generating OWA weights using truncated distributions | Sep 13, 2017 | Decision Making | CodeCode Available | 0 |
| Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest Radiographs | Feb 8, 2022 | Decision MakingDisease Prediction | CodeCode Available | 0 |
| Cooperative Online Learning with Feedback Graphs | Jun 9, 2021 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| DynCIM: Dynamic Curriculum for Imbalanced Multimodal Learning | Mar 9, 2025 | BenchmarkingDecision Making | CodeCode Available | 0 |
| E2E-AT: A Unified Framework for Tackling Uncertainty in Task-aware End-to-end Learning | Dec 17, 2023 | Decision MakingLoad Forecasting | CodeCode Available | 0 |
| Machine learning for sports betting: should model selection be based on accuracy or calibration? | Mar 10, 2023 | Decision MakingModel Selection | CodeCode Available | 0 |
| Multi-Label Retinal Disease Classification using Transformers | Jul 5, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| Policy Learning for Malaria Control | Oct 20, 2019 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Machine learning for the diagnosis of Parkinson's disease: A systematic review | Oct 13, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes | Jan 29, 2022 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 0 |
| Algorithmic Inheritance: Surname Bias in AI Decisions Reinforces Intergenerational Inequality | Jan 23, 2025 | Decision MakingFairness | CodeCode Available | 0 |
| DIDI: Diffusion-Guided Diversity for Offline Behavioral Generation | May 23, 2024 | D4RLDecision Making | CodeCode Available | 0 |
| Investigating the fidelity of explainable artificial intelligence methods for applications of convolutional neural networks in geoscience | Feb 7, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |
| Multi-level Attention network using text, audio and video for Depression Prediction | Sep 3, 2019 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Online Decision Deferral under Budget Constraints | Sep 30, 2024 | Decision Making | CodeCode Available | 0 |
| Output-Weighted Sampling for Multi-Armed Bandits with Extreme Payoffs | Feb 19, 2021 | Decision MakingGaussian Processes | CodeCode Available | 0 |
| Policy Learning with a Language Bottleneck | May 7, 2024 | Decision MakingImage Reconstruction | CodeCode Available | 0 |
| Are Graph Neural Networks Miscalibrated? | May 7, 2019 | Decision MakingGeneral Classification | CodeCode Available | 0 |
| Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers | Dec 4, 2024 | Decision Making | CodeCode Available | 0 |
| Investigation of factors regarding the effects of COVID-19 pandemic on college students' depression by quantum annealer | Sep 26, 2023 | Decision Makingfeature selection | CodeCode Available | 0 |
| Online Decision Making with History-Average Dependent Costs (Extended) | Dec 11, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Architectural and Inferential Inductive Biases For Exchangeable Sequence Modeling | Mar 3, 2025 | Active LearningDecision Making | CodeCode Available | 0 |
| Multimodal Deep Learning for Subtype Classification in Breast Cancer Using Histopathological Images and Gene Expression Data | Mar 4, 2025 | ClassificationDecision Making | CodeCode Available | 0 |