| CHG Shapley: Efficient Data Valuation and Selection towards Trustworthy Machine Learning | Jun 17, 2024 | Data ValuationDecision Making | CodeCode Available | 0 |
| Curriculum Design for Teaching via Demonstrations: Theory and Applications | Jun 8, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| CSM-H-R: A Context Modeling Framework in Supporting Reasoning Automation for Interoperable Intelligent Systems and Privacy Protection | Aug 21, 2023 | Decision Making | CodeCode Available | 0 |
| FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models | Feb 16, 2024 | Decision MakingFinancial Analysis | CodeCode Available | 0 |
| Ask No More: Deciding when to guess in referential visual dialogue | May 17, 2018 | Decision MakingVisual Dialog | CodeCode Available | 0 |
| PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks | Jul 1, 2018 | BenchmarkingDecision Making | CodeCode Available | 0 |
| PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition | Nov 22, 2022 | Decision MakingFace Recognition | CodeCode Available | 0 |
| OptiMindTune: A Multi-Agent Framework for Intelligent Hyperparameter Optimization | May 25, 2025 | AutoMLDecision Making | CodeCode Available | 0 |
| Bias patterns in the application of LLMs for clinical decision support: A comprehensive study | Apr 23, 2024 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models | May 24, 2023 | Decision MakingLanguage Modelling | CodeCode Available | 0 |
| First-spike coding promotes accurate and efficient spiking neural networks for discrete events with rich temporal structures | Oct 2, 2023 | Decision Making | CodeCode Available | 0 |
| ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs | May 3, 2023 | ClassificationDecision Making | CodeCode Available | 0 |
| Off-Policy Optimization of Portfolio Allocation Policies under Constraints | Dec 21, 2020 | Decision MakingPortfolio Optimization | CodeCode Available | 0 |
| Bias in Decision-Making for AI's Ethical Dilemmas: A Comparative Study of ChatGPT and Claude | Jan 17, 2025 | AttributeDecision Making | CodeCode Available | 0 |
| BF++: a language for general-purpose program synthesis | Jan 23, 2021 | Decision MakingOpenAI Gym | CodeCode Available | 0 |
| Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding | Mar 12, 2020 | Decision MakingManagement | CodeCode Available | 0 |
| Integrating Expert Judgment and Algorithmic Decision Making: An Indistinguishability Framework | Oct 11, 2024 | Decision Making | CodeCode Available | 0 |
| A Deep Learning Method for Comparing Bayesian Hierarchical Models | Jan 27, 2023 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Proof Number Based Monte-Carlo Tree Search | Mar 16, 2023 | Decision Making | CodeCode Available | 0 |
| Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML | Jun 15, 2023 | AutoMLDecision Making | CodeCode Available | 0 |
| Fixing Overconfidence in Dynamic Neural Networks | Feb 13, 2023 | Decision MakingDeep Learning | CodeCode Available | 0 |
| FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial Masks | Jul 27, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| CrystalBox: Future-Based Explanations for Input-Driven Deep RL Systems | Feb 27, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| OIL-AD: An Anomaly Detection Framework for Sequential Decision Sequences | Feb 7, 2024 | Anomaly DetectionBehavioural cloning | CodeCode Available | 0 |
| Cross Modal Data Discovery over Structured and Unstructured Data Lakes | Jun 1, 2023 | Data IntegrationDecision Making | CodeCode Available | 0 |
| OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising | Nov 18, 2024 | Decision Making | CodeCode Available | 0 |
| Mono-hydra: Real-time 3D scene graph construction from monocular camera input with IMU | Aug 10, 2023 | Decision MakingGPU | CodeCode Available | 0 |
| LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer Information | Apr 13, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Cross-lingual Argument Mining in the Medical Domain | Jan 25, 2023 | Argument MiningData Augmentation | CodeCode Available | 0 |
| A Simplified Description of Fuzzy TOPSIS | May 23, 2012 | Decision Making | CodeCode Available | 0 |
| LISA: Learning Interpretable Skill Abstractions from Language | Feb 28, 2022 | Decision MakingImitation Learning | CodeCode Available | 0 |
| OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities | May 23, 2023 | Active LearningDecision Making | CodeCode Available | 0 |
| Coordination Event Detection and Initiator Identification in Time Series Data | Mar 4, 2016 | Decision MakingEvent Detection | CodeCode Available | 0 |
| FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction | May 30, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| FLIPHAT: Joint Differential Privacy for High Dimensional Sparse Linear Bandits | May 22, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer | May 14, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Beyond Text: Unveiling Multimodal Proficiency of Large Language Models with MultiAPI Benchmark | Nov 21, 2023 | Decision Making | CodeCode Available | 0 |
| Beyond spiking networks: the computational advantages of dendritic amplification and input segregation | Nov 4, 2022 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Re-DiffiNet: Modeling discrepancies in tumor segmentation using diffusion models | Feb 12, 2024 | Decision MakingDenoising | CodeCode Available | 0 |
| FlowPG: Action-constrained Policy Gradient with Normalizing Flows | Feb 7, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Integrating Rankings into Quantized Scores in Peer Review | Apr 5, 2022 | Decision Making | CodeCode Available | 0 |
| PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales | Nov 3, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| A Framework to Learn with Interpretation | Oct 19, 2020 | AttributeDecision Making | CodeCode Available | 0 |
| Analysis & Computational Complexity Reduction of Monocular and Stereo Depth Estimation Techniques | Jun 18, 2022 | Decision MakingDepth Estimation | CodeCode Available | 0 |
| FML-based Dynamic Assessment Agent for Human-Machine Cooperative System on Game of Go | Jul 16, 2017 | Decision MakingGame of Go | CodeCode Available | 0 |
| Cross Language Soccer Framework: An Open Source Framework for the RoboCup 2D Soccer Simulation | Jun 9, 2024 | Computational EfficiencyDecision Making | CodeCode Available | 0 |
| Credible Remote Sensing Scene Classification Using Evidential Fusion on Aerial-Ground Dual-view Images | Jan 2, 2023 | Decision MakingScene Classification | CodeCode Available | 0 |
| Monte Carlo Tree Search in the Presence of Transition Uncertainty | Dec 18, 2023 | Decision Making | CodeCode Available | 0 |
| An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis | Jan 25, 2025 | Decision MakingRAG | CodeCode Available | 0 |
| Evaluating and Enhancing Large Language Models for Conversational Reasoning on Knowledge Graphs | Dec 18, 2023 | Decision MakingKnowledge Graphs | CodeCode Available | 0 |
