| 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 |
| 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 |
| 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 |
| Automatic Goal Generation using Dynamical Distance Learning | Nov 7, 2021 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Consistency and Consensus Driven for Hesitant Fuzzy Linguistic Decision Making with Pairwise Comparisons | Nov 7, 2021 | Decision Making | —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 |
| Predicting Antimicrobial Resistance in the Intensive Care Unit | Nov 5, 2021 | Decision Making | —Unverified | 0 |
| Regular Decision Processes for Grid Worlds | Nov 5, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Empirical analysis of representation learning and exploration in neural kernel bandits | Nov 5, 2021 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Model-Free Risk-Sensitive Reinforcement Learning | Nov 4, 2021 | Decision Makingmodel | —Unverified | 0 |
| Barrier States Embedded Iterative Dynamic Game for Robust and Safe Trajectory Optimization | Nov 4, 2021 | Decision Making | —Unverified | 0 |
| Safe, efficient and socially-compatible decision of automated vehicles: a case study of unsignalized intersection driving | Nov 4, 2021 | Decision Making | —Unverified | 0 |
| Managing Innovation in Technical Education: Revisiting the Developmental Strategies of Politeknik Brunei | Nov 4, 2021 | Decision MakingManagement | —Unverified | 0 |
| Modeling Techniques for Machine Learning Fairness: A Survey | Nov 4, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Towards dynamic multi-modal phenotyping using chest radiographs and physiological data | Nov 4, 2021 | Decision MakingPatient Phenotyping | —Unverified | 0 |
| Image-Guided Navigation of a Robotic Ultrasound Probe for Autonomous Spinal Sonography Using a Shadow-aware Dual-Agent Framework | Nov 3, 2021 | AnatomyDecision Making | —Unverified | 0 |
| Autonomous Attack Mitigation for Industrial Control Systems | Nov 3, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Data-Driven System Identification of 6-DoF Ship Motion in Waves with Neural Networks | Nov 2, 2021 | Decision MakingMotion Forecasting | —Unverified | 0 |
| Predicting the Location of Bicycle-sharing Stations using OpenStreetMap Data | Nov 2, 2021 | Decision MakingTransfer Learning | CodeCode Available | 0 |
| Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits | Nov 2, 2021 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Instructive artificial intelligence (AI) for human training, assistance, and explainability | Nov 2, 2021 | Decision MakingExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| RADAMS: Resilient and Adaptive Alert and Attention Management Strategy against Informational Denial-of-Service (IDoS) Attacks | Nov 1, 2021 | Decision MakingManagement | —Unverified | 0 |
| A novel rule-based evolving Fuzzy System applied to the thermal modeling of power transformers | Nov 1, 2021 | Decision MakingTime Series | CodeCode Available | 0 |
| Detect and Classify – Joint Span Detection and Classification for Health Outcomes | Nov 1, 2021 | ClassificationDecision Making | CodeCode Available | 0 |
| Citizen Involvement in Urban Planning - How Can Municipalities Be Supported in Evaluating Public Participation Processes for Mobility Transitions? | Nov 1, 2021 | Argument MiningClassification | CodeCode Available | 0 |
| Partial-Adaptive Submodular Maximization | Nov 1, 2021 | Active LearningDecision Making | —Unverified | 0 |
| Mining the Cause of Political Decision-Making from Social Media: A Case Study of COVID-19 Policies across the US States | Nov 1, 2021 | Causal InferenceDecision Making | —Unverified | 0 |
| Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods | Nov 1, 2021 | Decision MakingMedical Image Analysis | —Unverified | 0 |
| Transfer Learning Approach to Bicycle-sharing Systems' Station Location Planning using OpenStreetMap Data | Nov 1, 2021 | Decision MakingLayout Design | CodeCode Available | 0 |
| Self-training with Few-shot Rationalization | Nov 1, 2021 | Decision MakingNatural Language Understanding | —Unverified | 0 |
| To What Extent Can English-as-a-Second Language Learners Read Economic News Texts? | Nov 1, 2021 | Decision MakingTranslation | —Unverified | 0 |
| Explainable Artificial Intelligence for Smart City Application: A Secure and Trusted Platform | Oct 31, 2021 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| The Politics of (No) Compromise: Information Acquisition, Policy Discretion, and Reputation | Oct 31, 2021 | Decision Making | —Unverified | 0 |
| Collaborative Pure Exploration in Kernel Bandit | Oct 29, 2021 | Decision MakingRecommendation Systems | —Unverified | 0 |
| A Pre-processing Method for Fairness in Ranking | Oct 29, 2021 | Decision MakingFairness | —Unverified | 0 |
| ST-ABN: Visual Explanation Taking into Account Spatio-temporal Information for Video Recognition | Oct 29, 2021 | Decision MakingVideo Recognition | CodeCode Available | 0 |
| On the Fairness of Machine-Assisted Human Decisions | Oct 28, 2021 | Decision MakingFairness | —Unverified | 0 |
| Fair Incentives for Repeated Engagement | Oct 28, 2021 | Decision MakingFairness | —Unverified | 0 |
| A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning | Oct 27, 2021 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Parameterized Explanations for Investor / Company Matching | Oct 27, 2021 | AI AgentDecision Making | —Unverified | 0 |
| Finding Regions of Heterogeneity in Decision-Making via Expected Conditional Covariance | Oct 27, 2021 | Causal InferenceClinical Knowledge | CodeCode Available | 0 |
| Learning from demonstrations with SACR2: Soft Actor-Critic with Reward Relabeling | Oct 27, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels | Oct 27, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| The Value of Information When Deciding What to Learn | Oct 26, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |