| Improved Fitness Dependent Optimizer for Solving Economic Load Dispatch Problem | Jul 14, 2022 | Decision Making | —Unverified | 0 |
| Have we been Naive to Select Machine Learning Models? Noisy Data are here to Stay! | Jul 14, 2022 | Decision MakingModel Selection | —Unverified | 0 |
| SHAP-XRT: The Shapley Value Meets Conditional Independence Testing | Jul 14, 2022 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Pose-based Tremor Classification for Parkinson's Disease Diagnosis from Video | Jul 14, 2022 | Decision MakingDiagnostic | —Unverified | 0 |
| A methodology to characterize bias and harmful stereotypes in natural language processing in Latin America | Jul 14, 2022 | Bias DetectionDecision Making | CodeCode Available | 0 |
| Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction | Jul 14, 2022 | Decision MakingPrediction | CodeCode Available | 1 |
| StockBot: Using LSTMs to Predict Stock Prices | Jul 14, 2022 | Decision MakingTime Series | CodeCode Available | 0 |
| Semi-supervised Vector-Quantization in Visual SLAM using HGCN | Jul 14, 2022 | Decision MakingLoop Closure Detection | —Unverified | 0 |
| Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions | Jul 13, 2022 | Decision MakingFairness | —Unverified | 0 |
| Stability of Weighted Majority Voting under Estimated Weights | Jul 13, 2022 | Decision Making | —Unverified | 0 |
| Hindsight Learning for MDPs with Exogenous Inputs | Jul 13, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Contextual Bandits with Large Action Spaces: Made Practical | Jul 12, 2022 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Employing Feature Selection Algorithms to Determine the Immune State of a Mouse Model of Rheumatoid Arthritis | Jul 12, 2022 | Decision Makingfeature selection | —Unverified | 0 |
| Causal Conceptions of Fairness and their Consequences | Jul 12, 2022 | counterfactualDecision Making | —Unverified | 0 |
| A Near Sensor Edge Computing System for Point Cloud Semantic Segmentation | Jul 12, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Efficient Real-world Testing of Causal Decision Making via Bayesian Experimental Design for Contextual Optimisation | Jul 12, 2022 | Decision MakingExperimental Design | —Unverified | 0 |
| A multi-level interpretable sleep stage scoring system by infusing experts' knowledge into a deep network architecture | Jul 11, 2022 | Decision MakingEEG | —Unverified | 0 |
| Machine Learning Security in Industry: A Quantitative Survey | Jul 11, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness Strategies | Jul 11, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Multi-task Envisioning Transformer-based Autoencoder for Corporate Credit Rating Migration Early Prediction | Jul 10, 2022 | Decision MakingPrediction | —Unverified | 0 |
| Not Just Skipping. Understanding the Effect of Sponsored Content on Users' Decision-Making in Online Health Search | Jul 10, 2022 | Decision MakingMarketing | —Unverified | 0 |
| Scaling up ML-based Black-box Planning with Partial STRIPS Models | Jul 10, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Improving saliency models' predictions of the next fixation with humans' intrinsic cost of gaze shifts | Jul 9, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling | Jul 9, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| SCouT: Synthetic Counterfactuals via Spatiotemporal Transformers for Actionable Healthcare | Jul 9, 2022 | counterfactualDecision Making | —Unverified | 0 |
| 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 |