| Explaining Reinforcement Learning Agents Through Counterfactual Action Outcomes | Dec 18, 2023 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| A Bayesian Theory of Conformity in Collective Decision Making | Dec 1, 2019 | Decision Making | CodeCode Available | 0 | 5 |
| Explaining Reinforcement Learning Policies through Counterfactual Trajectories | Jan 29, 2022 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| PEAK: Explainable Privacy Assistant through Automated Knowledge Extraction | Jan 5, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Exploring and steering the moral compass of Large Language Models | May 27, 2024 | AllDecision Making | CodeCode Available | 0 | 5 |
| Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning | Oct 28, 2023 | Decision Making | CodeCode Available | 0 | 5 |
| Explaining Deep Classification of Time-Series Data with Learned Prototypes | Apr 18, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Explainable Reinforcement Learning via Model Transforms | Sep 24, 2022 | Decision Makingmodel | CodeCode Available | 0 | 5 |
| Explaining AI in Finance: Past, Present, Prospects | Jun 5, 2023 | Decision MakingExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| A Lyapunov-based Approach to Safe Reinforcement Learning | May 20, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Explainable Multi-View Deep Networks Methodology for Experimental Physics | Aug 16, 2023 | Decision MakingMULTI-VIEW LEARNING | CodeCode Available | 0 | 5 |
| Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions | May 4, 2022 | Decision MakingGraph Embedding | CodeCode Available | 0 | 5 |
| Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction | Oct 19, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| Self-supervised Multi-modal Training from Uncurated Image and Reports Enables Zero-shot Oversight Artificial Intelligence in Radiology | Aug 10, 2022 | Contrastive LearningDecision Making | CodeCode Available | 0 | 5 |
| Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels | Feb 11, 2022 | Computed Tomography (CT)Decision Making | CodeCode Available | 0 | 5 |
| Alpha Elimination: Using Deep Reinforcement Learning to Reduce Fill-In during Sparse Matrix Decomposition | Oct 15, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Peer-induced Fairness: A Causal Approach for Algorithmic Fairness Auditing | Aug 5, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Explainable Debugger for Black-box Machine Learning Models | Jul 18, 2021 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Explainable AI models for predicting liquefaction-induced lateral spreading | Apr 24, 2024 | Decision Making | CodeCode Available | 0 | 5 |
| Explainable AI for Ship Collision Avoidance: Decoding Decision-Making Processes and Behavioral Intentions | May 15, 2024 | Collision AvoidanceDecision Making | CodeCode Available | 0 | 5 |
| Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamics | Apr 30, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Explainable AI for ML jet taggers using expert variables and layerwise relevance propagation | Nov 26, 2020 | Decision Making | CodeCode Available | 0 | 5 |
| Explainable Authorship Verification in Social Media via Attention-based Similarity Learning | Oct 17, 2019 | Authorship VerificationDecision Making | CodeCode Available | 0 | 5 |
| Explaining Interactions Between Text Spans | Oct 20, 2023 | Community DetectionDecision Making | CodeCode Available | 0 | 5 |
| Expert-guided Bayesian Optimisation for Human-in-the-loop Experimental Design of Known Systems | Dec 5, 2023 | Bayesian OptimisationDecision Making | CodeCode Available | 0 | 5 |