| FDF: Flexible Decoupled Framework for Time Series Forecasting with Conditional Denoising and Polynomial Modeling | Oct 17, 2024 | Decision MakingDenoising | CodeCode Available | 0 | 5 |
| FDQN: A Flexible Deep Q-Network Framework for Game Automation | May 29, 2024 | Atari GamesDecision Making | CodeCode Available | 0 | 5 |
| Optimal design of experiments to identify latent behavioral types | Jul 10, 2018 | Decision MakingExperimental Design | CodeCode Available | 0 | 5 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Fast and robust curve skeletonization for real-world elongated objects | Feb 24, 2017 | Decision Making | CodeCode Available | 0 | 5 |
| Faithfulness Tests for Natural Language Explanations | May 29, 2023 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Faithful Question Answering with Monte-Carlo Planning | May 4, 2023 | Decision MakingQuestion Answering | CodeCode Available | 0 | 5 |
| Faithful and Plausible Explanations of Medical Code Predictions | Apr 16, 2021 | Decision Making | CodeCode Available | 0 | 5 |
| False Sense of Security: Leveraging XAI to Analyze the Reasoning and True Performance of Context-less DGA Classifiers | Jul 10, 2023 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| FCMNet: Full Communication Memory Net for Team-Level Cooperation in Multi-Agent Systems | Jan 28, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| FedQV: Leveraging Quadratic Voting in Federated Learning | Jan 2, 2024 | Decision MakingFederated Learning | CodeCode Available | 0 | 5 |
| FairRR: Pre-Processing for Group Fairness through Randomized Response | Mar 12, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| FairNN- Conjoint Learning of Fair Representations for Fair Decisions | Apr 5, 2020 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley Values | Mar 3, 2023 | Data ValuationDecision Making | CodeCode Available | 0 | 5 |
| Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved | Nov 27, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| An Approximate Dynamic Programming Approach to Adversarial Online Learning | Mar 16, 2016 | Decision Making | CodeCode Available | 0 | 5 |
| Algorithms for Fairness in Sequential Decision Making | Jan 24, 2019 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| FairSight: Visual Analytics for Fairness in Decision Making | Aug 1, 2019 | Decision MakingDiagnostic | CodeCode Available | 0 | 5 |
| Fairness in Multi-Task Learning via Wasserstein Barycenters | Jun 16, 2023 | Binary ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Fair Tree Classifier using Strong Demographic Parity | Oct 18, 2021 | AttributeClassification | CodeCode Available | 0 | 5 |
| Fairness and Missing Values | May 29, 2019 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Fairness and Explainability: Bridging the Gap Towards Fair Model Explanations | Dec 7, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Evaluating Robustness of Counterfactual Explanations | Mar 3, 2021 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Fairness for Robust Log Loss Classification | Mar 10, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Corpus-level and Concept-based Explanations for Interpretable Document Classification | Apr 24, 2020 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Fair Multiple Decision Making Through Soft Interventions | Dec 1, 2020 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Fairness Auditing with Multi-Agent Collaboration | Feb 13, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| FairGridSearch: A Framework to Compare Fairness-Enhancing Models | Jan 4, 2024 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Fairify: Fairness Verification of Neural Networks | Dec 8, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Fair Conformal Predictors for Applications in Medical Imaging | Sep 9, 2021 | Conformal PredictionDecision Making | CodeCode Available | 0 | 5 |
| Fair Clustering: A Causal Perspective | Dec 14, 2023 | ClusteringDecision Making | CodeCode Available | 0 | 5 |
| Fair Data Representation for Machine Learning at the Pareto Frontier | Jan 2, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| Policy-Gradient Training of Fair and Unbiased Ranking Functions | Nov 19, 2019 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Fairness-Aware Online Personalization | Jul 30, 2020 | Cloud ComputingDecision Making | CodeCode Available | 0 | 5 |
| FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification | Jan 14, 2025 | AttributeDecision Making | CodeCode Available | 0 | 5 |
| Feudal Graph Reinforcement Learning | Apr 11, 2023 | Decision MakingGraph Clustering | CodeCode Available | 0 | 5 |
| PoliTune: Analyzing the Impact of Data Selection and Fine-Tuning on Economic and Political Biases in Large Language Models | Apr 10, 2024 | Decision MakingLarge Language Model | CodeCode Available | 0 | 5 |
| Facial Emotion Recognition Under Mask Coverage Using a Data Augmentation Technique | Dec 3, 2023 | Data AugmentationDecision Making | CodeCode Available | 0 | 5 |
| Factorized Machine Self-Confidence for Decision-Making Agents | Oct 15, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies | Feb 20, 2024 | Chemical ProcessDecision Making | CodeCode Available | 0 | 5 |
| Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization | Nov 25, 2020 | Decision MakingDiagnostic | CodeCode Available | 0 | 5 |
| Facial age estimation by deep residual decision making | Aug 28, 2019 | Age EstimationDecision Making | CodeCode Available | 0 | 5 |
| FAHT: An Adaptive Fairness-aware Decision Tree Classifier | Jul 16, 2019 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Analyzing Intentional Behavior in Autonomous Agents under Uncertainty | Jul 4, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Extracting Diagnosis Pathways from Electronic Health Records Using Deep Reinforcement Learning | May 10, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Analyzing dynamic decision-making models using Chapman-Kolmogorov equations | Mar 25, 2019 | Decision Making | CodeCode Available | 0 | 5 |
| Human-in-the-loop Fairness: Integrating Stakeholder Feedback to Incorporate Fairness Perspectives in Responsible AI | Dec 13, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Exploring Kolmogorov-Arnold Networks for Interpretable Time Series Classification | Nov 22, 2024 | ClassificationComputational Efficiency | CodeCode Available | 0 | 5 |
| Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variation and Hyperparameters | Dec 29, 2023 | Decision MakingSensitivity | CodeCode Available | 0 | 5 |
| Exploring and steering the moral compass of Large Language Models | May 27, 2024 | AllDecision Making | CodeCode Available | 0 | 5 |
