| Explainable Deep Image Classifiers for Skin Lesion Diagnosis | Nov 22, 2021 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Real-World Dexterous Object Manipulation based Deep Reinforcement Learning | Nov 22, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation | Nov 21, 2021 | Decision MakingOffline RL | —Unverified | 0 |
| Kalman filters as the steady-state solution of gradient descent on variational free energy | Nov 20, 2021 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Learning Non-Stationary Time-Series with Dynamic Pattern Extractions | Nov 20, 2021 | Decision MakingDynamic Time Warping | —Unverified | 0 |
| PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation | Nov 20, 2021 | Decision MakingImage Segmentation | —Unverified | 0 |
| Building a Question Answering System for the Manufacturing Domain | Nov 19, 2021 | Decision MakingQuestion Answering | —Unverified | 0 |
| Adversarial Deep Learning for Online Resource Allocation | Nov 19, 2021 | Decision MakingDeep Learning | —Unverified | 0 |
| SpeedyIBL: A Comprehensive, Precise, and Fast Implementation of Instance-Based Learning Theory | Nov 19, 2021 | Decision MakingLearning Theory | CodeCode Available | 0 |
| Assessing Social Determinants-Related Performance Bias of Machine Learning Models: A case of Hyperchloremia Prediction in ICU Population | Nov 18, 2021 | Decision MakingDiversity | —Unverified | 0 |
| Finding Useful Predictions by Meta-gradient Descent to Improve Decision-making | Nov 18, 2021 | Decision Making | —Unverified | 0 |
| Reinforcement Learning on Human Decision Models for Uniquely Collaborative AI Teammates | Nov 18, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| From Optimality to Robustness: Dirichlet Sampling Strategies in Stochastic Bandits | Nov 18, 2021 | Decision Making | —Unverified | 0 |
| CONFAIR: Configurable and Interpretable Algorithmic Fairness | Nov 17, 2021 | Decision MakingFairness | —Unverified | 0 |
| Opinion Dynamics with Conflicting Interests | Nov 17, 2021 | Decision Making | —Unverified | 0 |
| Jump Interval-Learning for Individualized Decision Making | Nov 17, 2021 | Decision Makingregression | —Unverified | 0 |
| ORSA: Outlier Robust Stacked Aggregation for Best- and Worst-Case Approximations of Ensemble Systems\ | Nov 17, 2021 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Fine-grained prediction of food insecurity using news streams | Nov 17, 2021 | ArticlesDecision Making | —Unverified | 0 |
| Multi-Attribute Relation Extraction (MARE) -- Simplifying the Application of Relation Extraction | Nov 17, 2021 | AttributeBinary Relation Extraction | CodeCode Available | 0 |
| Rank-Regret Minimization | Nov 16, 2021 | Decision Making | —Unverified | 0 |
| Deep Reinforcement Learning for Entity Alignment | Nov 16, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| GRI: General Reinforced Imitation and its Application to Vision-Based Autonomous Driving | Nov 16, 2021 | Autonomous DrivingCARLA MAP Leaderboard | —Unverified | 0 |
| A Comparative Study of Faithfulness Metrics for Model Interpretability Methods | Nov 16, 2021 | Decision Making | —Unverified | 0 |
| CAR -- Cityscapes Attributes Recognition A Multi-category Attributes Dataset for Autonomous Vehicles | Nov 16, 2021 | Autonomous VehiclesDecision Making | CodeCode Available | 0 |
| ReCo: Reliable Multi-hop Causal Reasoning via Structural Causal Recurrent Unit | Nov 16, 2021 | Decision Making | —Unverified | 0 |
| Machine Learning-Assisted Analysis of Small Angle X-ray Scattering | Nov 16, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Bayesian Optimization for Cascade-type Multi-stage Processes | Nov 16, 2021 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| A Structured Semantic Reinforcement method for Task-Oriented Dialogue | Nov 16, 2021 | Decision Making | —Unverified | 0 |
| A Deep Generative XAI Framework for Natural Language Inference Explanations Generation | Nov 16, 2021 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| A Unified and Fast Interpretable Model for Predictive Analytics | Nov 16, 2021 | Decision Making | —Unverified | 0 |
| Route Optimization via Environment-Aware Deep Network and Reinforcement Learning | Nov 16, 2021 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Two-step adversarial debiasing with partial learning -- medical image case-studies | Nov 16, 2021 | Decision Makingimage-classification | —Unverified | 0 |
| Skill Induction and Planning with Latent Language | Nov 16, 2021 | Decision MakingInstruction Following | —Unverified | 0 |
| AutoGMap: Learning to Map Large-scale Sparse Graphs on Memristive Crossbars | Nov 15, 2021 | CPUDecision Making | CodeCode Available | 0 |
| Measuring Outcomes in Healthcare Economics using Artificial Intelligence: with Application to Resource Management | Nov 15, 2021 | Decision MakingManagement | —Unverified | 0 |
| AI in Human-computer Gaming: Techniques, Challenges and Opportunities | Nov 15, 2021 | Decision Making | —Unverified | 0 |
| Randomized Classifiers vs Human Decision-Makers: Trustworthy AI May Have to Act Randomly and Society Seems to Accept This | Nov 15, 2021 | Decision MakingFairness | —Unverified | 0 |
| Dynamic Placement of Rapidly Deployable Mobile Sensor Robots Using Machine Learning and Expected Value of Information | Nov 15, 2021 | Decision Making | CodeCode Available | 0 |
| A Survey on AI Assurance | Nov 15, 2021 | Decision MakingSurvey | —Unverified | 0 |
| Rationale production to support clinical decision-making | Nov 15, 2021 | Decision MakingFeature Importance | —Unverified | 0 |
| Rational AI: A comparison of human and AI responses to triggers of economic irrationality in poker | Nov 14, 2021 | Decision Making | —Unverified | 0 |
| Free Will Belief as a consequence of Model-based Reinforcement Learning | Nov 14, 2021 | Common Sense ReasoningDecision Making | —Unverified | 0 |
| Integrating Counter-UAS Systems into the UTM System for Reliable Decision Making | Nov 14, 2021 | Decision MakingManagement | —Unverified | 0 |
| Synthetic sampling from small datasets: A modified mega-trend diffusion approach using k-nearest neighbors | Nov 14, 2021 | Decision Makingregression | CodeCode Available | 0 |
| Two steps to risk sensitivity | Nov 12, 2021 | Decision MakingDistributional Reinforcement Learning | CodeCode Available | 0 |
| Glass-box model representation of seismic failure mode prediction for conventional RC shear walls | Nov 12, 2021 | ClassificationDecision Making | —Unverified | 0 |
| Catastrophe, Compounding & Consistency in Choice | Nov 12, 2021 | Decision Making | —Unverified | 0 |
| Multi-agent Reinforcement Learning for Cooperative Lane Changing of Connected and Autonomous Vehicles in Mixed Traffic | Nov 11, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes | Nov 11, 2021 | ClusteringDecision Making | —Unverified | 0 |
| Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series | Nov 11, 2021 | Decision MakingEEG | —Unverified | 0 |