| EyeDAS: Securing Perception of Autonomous Cars Against the Stereoblindness Syndrome | May 13, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Two are not always better than one: Role specialization is an important determinant of collaborative task performance | May 12, 2022 | Decision Making | —Unverified | 0 |
| Representation Learning for Context-Dependent Decision-Making | May 12, 2022 | Decision MakingQ-Learning | —Unverified | 0 |
| SIBILA: A novel interpretable ensemble of general-purpose machine learning models applied to medical contexts | May 12, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Recent Contributions to Theories of Discrimination | May 12, 2022 | Decision Making | —Unverified | 0 |
| "There Is Not Enough Information": On the Effects of Explanations on Perceptions of Informational Fairness and Trustworthiness in Automated Decision-Making | May 11, 2022 | Decision MakingFairness | —Unverified | 0 |
| The Conflict Between Explainable and Accountable Decision-Making Algorithms | May 11, 2022 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Multivariate ordered discrete response models | May 11, 2022 | Decision Making | —Unverified | 0 |
| De-biasing "bias" measurement | May 11, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Hierarchical Constrained Stochastic Shortest Path Planning via Cost Budget Allocation | May 11, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making | May 10, 2022 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision Making | May 10, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Interpretable Machine Learning for Self-Service High-Risk Decision-Making | May 9, 2022 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Federated Multi-Armed Bandits Under Byzantine Attacks | May 9, 2022 | Data PoisoningDecision Making | —Unverified | 0 |
| Affective Medical Estimation and Decision Making via Visualized Learning and Deep Learning | May 9, 2022 | Decision MakingMemorization | CodeCode Available | 0 |
| A Verification Framework for Certifying Learning-Based Safety-Critical Aviation Systems | May 9, 2022 | Decision Making | —Unverified | 0 |
| The Roles and Modes of Human Interactions with Automated Machine Learning Systems | May 9, 2022 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| Introduction to Soar | May 8, 2022 | ChunkingDecision Making | —Unverified | 0 |
| From Discovery to Production: Challenges and Novel Methodologies for Next Generation Biomanufacturing | May 8, 2022 | Decision Making | —Unverified | 0 |
| Applications of Reinforcement Learning in Deregulated Power Market: A Comprehensive Review | May 7, 2022 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Determination of class-specific variables in nonparametric multiple-class classification | May 7, 2022 | ClassificationDecision Making | —Unverified | 0 |
| Let's Go to the Alien Zoo: Introducing an Experimental Framework to Study Usability of Counterfactual Explanations for Machine Learning | May 6, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Probabilistic Control and Majorization of Optimal Control | May 6, 2022 | Decision MakingVariational Inference | —Unverified | 0 |
| Variance Reduction based Partial Trajectory Reuse to Accelerate Policy Gradient Optimization | May 6, 2022 | Decision Making | CodeCode Available | 0 |
| Action Languages Based Actual Causality for Computational Ethics: a Sound and Complete Implementation in ASP | May 5, 2022 | Decision MakingEthics | —Unverified | 0 |
| Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization | May 5, 2022 | Decision MakingDeep Learning | —Unverified | 0 |
| General sum stochastic games with networked information flows | May 5, 2022 | Decision MakingManagement | —Unverified | 0 |
| KnitCity: a machine learning-based, game-theoretical framework for prediction assessment and seismic risk policy design | May 5, 2022 | Decision MakingTime Series | —Unverified | 0 |
| Probabilistic Symmetry for Multi-Agent Dynamics | May 4, 2022 | Autonomous DrivingCollision Avoidance | CodeCode Available | 0 |
| Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions | May 4, 2022 | Decision MakingGraph Embedding | CodeCode Available | 0 |
| Evaluating Deep Taylor Decomposition for Reliability Assessment in the Wild | May 3, 2022 | Decision Making | CodeCode Available | 0 |
| On the Utility of Prediction Sets in Human-AI Teams | May 3, 2022 | Conformal PredictionDecision Making | —Unverified | 0 |
| On the Effect of Information Asymmetry in Human-AI Teams | May 3, 2022 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| An Intrinsic Entropy Model for Exchange-Traded Securities | May 3, 2022 | Algorithmic TradingDecision Making | —Unverified | 0 |
| MP and MT properties of fuzzy inference with aggregation function | May 3, 2022 | Decision MakingNegation | —Unverified | 0 |
| Modeling and mitigation of occupational safety risks in dynamic industrial environments | May 2, 2022 | Decision MakingManagement | —Unverified | 0 |
| Optimal preference satisfaction for conflict-free joint decisions | May 2, 2022 | Decision Making | —Unverified | 0 |
| Rational social distancing policy during epidemics with limited healthcare capacity | May 2, 2022 | Decision Making | —Unverified | 0 |
| A Novel Approach to Fairness in Automated Decision-Making using Affective Normalization | May 2, 2022 | Decision MakingFairness | —Unverified | 0 |
| DDDM: a Brain-Inspired Framework for Robust Classification | May 1, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| Buy Tesla, Sell Ford: Assessing Implicit Stock Market Preference in Pre-trained Language Models | May 1, 2022 | Decision Making | —Unverified | 0 |
| Towards Fine-grained Classification of Climate Change related Social Media Text | May 1, 2022 | ClassificationDecision Making | —Unverified | 0 |
| Towards Generalizable Methods for Automating Risk Score Calculation | May 1, 2022 | Decision MakingQuestion Answering | —Unverified | 0 |
| Reinforced Cross-modal Alignment for Radiology Report Generation | May 1, 2022 | cross-modal alignmentDecision Making | CodeCode Available | 0 |
| Conversational AI for Positive-sum Retailing under Falsehood Control | May 1, 2022 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Model Distillation for Faithful Explanations of Medical Code Predictions | May 1, 2022 | Decision MakingKnowledge Distillation | —Unverified | 0 |
| Modeling U.S. State-Level Policies by Extracting Winners and Losers from Legislative Texts | May 1, 2022 | Decision Making | —Unverified | 0 |
| Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach | May 1, 2022 | Decision MakingEvent Extraction | —Unverified | 0 |
| Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation? | May 1, 2022 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamics | Apr 30, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |