| CONFAIR: Configurable and Interpretable Algorithmic Fairness | Nov 17, 2021 | Decision MakingFairness | —Unverified | 0 |
| Multi-Attribute Relation Extraction (MARE) -- Simplifying the Application of Relation Extraction | Nov 17, 2021 | AttributeBinary Relation Extraction | CodeCode Available | 0 |
| ReCo: Reliable Multi-hop Causal Reasoning via Structural Causal Recurrent Unit | Nov 16, 2021 | Decision Making | —Unverified | 0 |
| Skill Induction and Planning with Latent Language | Nov 16, 2021 | Decision MakingInstruction Following | —Unverified | 0 |
| A Deep Generative XAI Framework for Natural Language Inference Explanations Generation | Nov 16, 2021 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| A Comparative Study of Faithfulness Metrics for Model Interpretability Methods | Nov 16, 2021 | Decision Making | —Unverified | 0 |
| A Structured Semantic Reinforcement method for Task-Oriented Dialogue | Nov 16, 2021 | Decision Making | —Unverified | 0 |
| Deep Reinforcement Learning for Entity Alignment | Nov 16, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| CAR -- Cityscapes Attributes Recognition A Multi-category Attributes Dataset for Autonomous Vehicles | Nov 16, 2021 | Autonomous VehiclesDecision Making | CodeCode Available | 0 |
| GRI: General Reinforced Imitation and its Application to Vision-Based Autonomous Driving | Nov 16, 2021 | Autonomous DrivingCARLA MAP Leaderboard | —Unverified | 0 |
| A Unified and Fast Interpretable Model for Predictive Analytics | Nov 16, 2021 | Decision Making | —Unverified | 0 |
| Bayesian Optimization for Cascade-type Multi-stage Processes | Nov 16, 2021 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Machine Learning-Assisted Analysis of Small Angle X-ray Scattering | Nov 16, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Literature-Augmented Clinical Outcome Prediction | Nov 16, 2021 | Decision MakingPrediction | CodeCode Available | 1 |
| 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 |
| Rank-Regret Minimization | Nov 16, 2021 | Decision Making | —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 |
| 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 |
| A Survey on AI Assurance | Nov 15, 2021 | Decision MakingSurvey | —Unverified | 0 |
| AutoGMap: Learning to Map Large-scale Sparse Graphs on Memristive Crossbars | Nov 15, 2021 | CPUDecision Making | CodeCode Available | 0 |
| Rationale production to support clinical decision-making | Nov 15, 2021 | Decision MakingFeature Importance | —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 |
| Synthetic sampling from small datasets: A modified mega-trend diffusion approach using k-nearest neighbors | Nov 14, 2021 | Decision Makingregression | CodeCode Available | 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 |
| 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 |
| Two steps to risk sensitivity | Nov 12, 2021 | Decision MakingDistributional Reinforcement Learning | CodeCode Available | 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 |
| Multi-agent Reinforcement Learning for Cooperative Lane Changing of Connected and Autonomous Vehicles in Mixed Traffic | Nov 11, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Local Justice and the Algorithmic Allocation of Societal Resources | Nov 10, 2021 | Decision MakingFairness | —Unverified | 0 |
| An Underexplored Dilemma between Confidence and Calibration in Quantized Neural Networks | Nov 10, 2021 | Decision MakingQuantization | CodeCode Available | 0 |
| Machine Learning Models Disclosure from Trusted Research Environments (TRE), Challenges and Opportunities | Nov 10, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Uncoupled Bandit Learning towards Rationalizability: Benchmarks, Barriers, and Algorithms | Nov 10, 2021 | Decision Making | —Unverified | 0 |
| Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention | Nov 10, 2021 | BlockingDecision Making | —Unverified | 0 |
| Social Fraud Detection Review: Methods, Challenges and Analysis | Nov 10, 2021 | Decision MakingFraud Detection | —Unverified | 0 |
| Resilient expansion planning of virtual energy plant with an integrated energy system -- reliability criteria of lines and towers | Nov 9, 2021 | Decision Making | —Unverified | 0 |
| Solving Marginal MAP Exactly by Probabilistic Circuit Transformations | Nov 8, 2021 | Decision Making | —Unverified | 0 |
| Consistency and Consensus Driven for Hesitant Fuzzy Linguistic Decision Making with Pairwise Comparisons | Nov 7, 2021 | Decision Making | —Unverified | 0 |
| Automatic Goal Generation using Dynamical Distance Learning | Nov 7, 2021 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Proposing an Interactive Audit Pipeline for Visual Privacy Research | Nov 7, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| SOPE: Spectrum of Off-Policy Estimators | Nov 6, 2021 | Decision MakingOff-policy evaluation | CodeCode Available | 0 |
| Regular Decision Processes for Grid Worlds | Nov 5, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Predicting Antimicrobial Resistance in the Intensive Care Unit | Nov 5, 2021 | Decision Making | —Unverified | 0 |
| Empirical analysis of representation learning and exploration in neural kernel bandits | Nov 5, 2021 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Mixed-Integer Optimization with Constraint Learning | Nov 4, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |