| On the Need and Applicability of Causality for Fairness: A Unified Framework for AI Auditing and Legal Analysis | Jul 8, 2022 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| HierarchicalForecast: A Reference Framework for Hierarchical Forecasting in Python | Jul 7, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 2 |
| A State Transition Model for Mobile Notifications via Survival Analysis | Jul 7, 2022 | Decision MakingSurvival Analysis | —Unverified | 0 |
| Evaluating Human-like Explanations for Robot Actions in Reinforcement Learning Scenarios | Jul 7, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Early Discovery of Emerging Entities in Persian Twitter with Semantic Similarity | Jul 6, 2022 | ClusteringDecision Making | —Unverified | 0 |
| Learning Optimal Solutions via an LSTM-Optimization Framework | Jul 6, 2022 | CPUDecision Making | —Unverified | 0 |
| Deep Reinforcement Learning Approach for Trading Automation in The Stock Market | Jul 5, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Multi-Label Retinal Disease Classification using Transformers | Jul 5, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| Local Multi-Label Explanations for Random Forest | Jul 5, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| "Even if ..." -- Diverse Semifactual Explanations of Reject | Jul 5, 2022 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 0 |
| Disentangling private classes through regularization | Jul 5, 2022 | Decision MakingDeep Learning | —Unverified | 0 |
| NN2Rules: Extracting Rule List from Neural Networks | Jul 4, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |
| Automating the Design and Development of Gradient Descent Trained Expert System Networks | Jul 4, 2022 | Decision Making | —Unverified | 0 |
| Intelligent Exploration of Solution Spaces Exemplified by Industrial Reconfiguration Management | Jul 4, 2022 | Decision MakingManagement | —Unverified | 0 |
| WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents | Jul 4, 2022 | Decision MakingImitation Learning | CodeCode Available | 2 |
| Interpretable by Design: Learning Predictors by Composing Interpretable Queries | Jul 3, 2022 | Decision Making | CodeCode Available | 1 |
| Mental Illness Classification on Social Media Texts using Deep Learning and Transfer Learning | Jul 3, 2022 | Decision MakingTransfer Learning | —Unverified | 0 |
| Reinforcement Learning Approaches for the Orienteering Problem with Stochastic and Dynamic Release Dates | Jul 2, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Pair-Relationship Modeling for Latent Fingerprint Recognition | Jul 2, 2022 | Decision Making | —Unverified | 0 |
| PhilaeX: Explaining the Failure and Success of AI Models in Malware Detection | Jul 2, 2022 | Decision MakingMalware Detection | —Unverified | 0 |
| On the Machine Learning of Ethical Judgments from Natural Language | Jul 1, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Learning Classifier Systems for Self-Explaining Socio-Technical-Systems | Jul 1, 2022 | Decision Making | CodeCode Available | 0 |
| Offline Policy Optimization with Eligible Actions | Jul 1, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Personalized Diagnostic Tool for Thyroid Cancer Classification using Multi-view Ultrasound | Jul 1, 2022 | Cancer ClassificationDecision Making | —Unverified | 0 |
| Autonomous Intraluminal Navigation of a Soft Robot using Deep-Learning-based Visual Servoing | Jul 1, 2022 | Autonomous NavigationDecision Making | —Unverified | 0 |