| Explaining Autonomous Driving Actions with Visual Question Answering | Jul 19, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Explaining generative diffusion models via visual analysis for interpretable decision-making process | Feb 16, 2024 | Decision MakingDenoising | CodeCode Available | 1 |
| Certified Reinforcement Learning with Logic Guidance | Feb 2, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading | Jul 1, 2020 | Decision MakingReading Comprehension | CodeCode Available | 1 |
| Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed | May 27, 2022 | BenchmarkingBinary Classification | CodeCode Available | 1 |
| Fair and Optimal Classification via Post-Processing | Nov 3, 2022 | AttributeClassification | CodeCode Available | 1 |
| CELLO: Causal Evaluation of Large Vision-Language Models | Jun 27, 2024 | counterfactualDecision Making | CodeCode Available | 1 |
| Fairness Constraints: Mechanisms for Fair Classification | Jul 19, 2015 | ClassificationDecision Making | CodeCode Available | 1 |
| Fairness in Ranking under Uncertainty | Jul 14, 2021 | Decision MakingFairness | CodeCode Available | 1 |
| Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning | Jun 17, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Faithfully Explainable Recommendation via Neural Logic Reasoning | Apr 16, 2021 | Decision MakingExplainable Recommendation | CodeCode Available | 1 |
| Fast Interpretable Greedy-Tree Sums | Jan 28, 2022 | Additive modelsDecision Making | CodeCode Available | 1 |
| CertRL: Formalizing Convergence Proofs for Value and Policy Iteration in Coq | Sep 23, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization | May 10, 2024 | Decision MakingDecoder | CodeCode Available | 1 |
| Causal Discovery with Language Models as Imperfect Experts | Jul 5, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 1 |
| Causal thinking for decision making on Electronic Health Records: why and how | Aug 3, 2023 | Decision Makingvalid | CodeCode Available | 1 |
| CFGPT: Chinese Financial Assistant with Large Language Model | Sep 19, 2023 | Decision MakingFinancial Analysis | CodeCode Available | 1 |
| Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs | Jun 22, 2023 | Arithmetic ReasoningBenchmarking | CodeCode Available | 1 |
| Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement Learning | May 9, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| FM-Planner: Foundation Model Guided Path Planning for Autonomous Drone Navigation | May 27, 2025 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Can Learned Optimization Make Reinforcement Learning Less Difficult? | Jul 9, 2024 | Decision MakingMeta-Learning | CodeCode Available | 1 |
| Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements | Feb 18, 2025 | Decision MakingFraud Detection | CodeCode Available | 1 |
| From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models | Nov 21, 2023 | Decision Making | CodeCode Available | 1 |
| From Parity to Preference-based Notions of Fairness in Classification | Jun 30, 2017 | ClassificationDecision Making | CodeCode Available | 1 |
| CARL-GT: Evaluating Causal Reasoning Capabilities of Large Language Models | Dec 23, 2024 | Decision MakingMath | CodeCode Available | 1 |
