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| Algorithmic Monoculture and Social Welfare | Jan 14, 2021 | Decision Making | —Unverified | 0 |
| U-Noise: Learnable Noise Masks for Interpretable Image Segmentation | Jan 14, 2021 | Decision MakingImage Segmentation | CodeCode Available | 1 |
| Understanding the Effect of Out-of-distribution Examples and Interactive Explanations on Human-AI Decision Making | Jan 13, 2021 | Decision MakingOpen-Ended Question Answering | —Unverified | 0 |
| Preferential Mixture-of-Experts: Interpretable Models that Rely on Human Expertise as much as Possible | Jan 13, 2021 | Decision MakingManagement | —Unverified | 0 |
| High-resolution agent-based modeling of COVID-19 spreading in a small town | Jan 13, 2021 | Decision Making | CodeCode Available | 0 |
| Bayesian neural networks for weak solution of PDEs with uncertainty quantification | Jan 13, 2021 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| Embedded Computer Vision System Applied to a Four-Legged Line Follower Robot | Jan 12, 2021 | Decision Making | —Unverified | 0 |
| Joint aggregation of cardinal and ordinal evaluations with an application to a student paper competition | Jan 12, 2021 | Decision Making | —Unverified | 0 |
| Expanding Explainability: Towards Social Transparency in AI systems | Jan 12, 2021 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis | Jan 12, 2021 | BenchmarkingDecision Making | —Unverified | 0 |
| Reliable Fleet Analytics for Edge IoT Solutions | Jan 12, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Dynamic Ordering Learning in Multivariate Forecasting | Jan 11, 2021 | Decision Making | —Unverified | 0 |
| Explaining the Black-box Smoothly- A Counterfactual Approach | Jan 11, 2021 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Biomanufacturing Harvest Optimization with Small Data | Jan 11, 2021 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Automatic Face Understanding: Recognizing Families in Photos | Jan 10, 2021 | CPUDecision Making | —Unverified | 0 |
| Coupling a generative model with a discriminative learning framework for speaker verification | Jan 9, 2021 | Decision Makingfeature selection | —Unverified | 0 |
| Active Fire Detection in Landsat-8 Imagery: a Large-Scale Dataset and a Deep-Learning Study | Jan 9, 2021 | Decision MakingFire Detection | CodeCode Available | 1 |
| Interpretable Multiple Treatment Revenue Uplift Modeling | Jan 9, 2021 | Decision MakingMarketing | —Unverified | 0 |
| Deep Reinforcement Learning with Function Properties in Mean Reversion Strategies | Jan 9, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Improving non-deterministic uncertainty modelling in Industry 4.0 scheduling | Jan 8, 2021 | ArticlesDecision Making | —Unverified | 0 |
| Analysis of Evolutionary Program Synthesis for Card Games | Jan 8, 2021 | Card GamesDecision Making | CodeCode Available | 0 |
| A Tale of Fairness Revisited: Beyond Adversarial Learning for Deep Neural Network Fairness | Jan 8, 2021 | Decision MakingFairness | —Unverified | 0 |
| Towards a Robust and Trustworthy Machine Learning System Development: An Engineering Perspective | Jan 8, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Automated Diagnosis of Intestinal Parasites: A new hybrid approach and its benefits | Jan 7, 2021 | Decision Making | —Unverified | 0 |
| BDNNSurv: Bayesian deep neural networks for survival analysis using pseudo values | Jan 7, 2021 | Decision MakingSurvival Analysis | —Unverified | 0 |
| Distribution-Free, Risk-Controlling Prediction Sets | Jan 7, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 2 |
| Associated Spatio-Temporal Capsule Network for Gait Recognition | Jan 7, 2021 | Decision MakingGait Recognition | —Unverified | 0 |
| Machine learning dismantling and early-warning signals of disintegration in complex systems | Jan 7, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective | Jan 7, 2021 | Decision MakingGraph Representation Learning | —Unverified | 0 |
| Predicting Illness for a Sustainable Dairy Agriculture: Predicting and Explaining the Onset of Mastitis in Dairy Cows | Jan 6, 2021 | Decision Making | —Unverified | 0 |
| A redox-responsive hyaluronic acid-based hydrogel for chronic wound management | Jan 5, 2021 | Decision MakingDiagnostic | —Unverified | 0 |
| Explainable AI for Robot Failures: Generating Explanations that Improve User Assistance in Fault Recovery | Jan 5, 2021 | Decision MakingDecoder | —Unverified | 0 |
| GeCo: Quality Counterfactual Explanations in Real Time | Jan 5, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Explainable AI and Adoption of Financial Algorithmic Advisors: an Experimental Study | Jan 5, 2021 | Decision MakingExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Weight-of-evidence 2.0 with shrinkage and spline-binning | Jan 5, 2021 | Decision MakingFraud Detection | CodeCode Available | 0 |
| To do or not to do: cost-sensitive causal decision-making | Jan 5, 2021 | ClassificationDecision Making | —Unverified | 0 |
| Reinforcement Learning based Collective Entity Alignment with Adaptive Features | Jan 5, 2021 | Decision MakingEntity Alignment | CodeCode Available | 0 |
| Robust Maximum Entropy Behavior Cloning | Jan 4, 2021 | Decision MakingImitation Learning | —Unverified | 0 |
| Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead | Jan 4, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Stochastic Optimization for Vaccine and Testing Kit Allocation for the COVID-19 Pandemic | Jan 4, 2021 | Active LearningDecision Making | —Unverified | 0 |
| "Brilliant AI Doctor" in Rural China: Tensions and Challenges in AI-Powered CDSS Deployment | Jan 4, 2021 | Decision Making | —Unverified | 0 |
| Combining unsupervised and supervised learning for predicting the final stroke lesion | Jan 2, 2021 | Decision Making | CodeCode Available | 0 |
| Reinforcement Learning for Flexibility Design Problems | Jan 2, 2021 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Efficient Learning-based Scheduling for Information Freshness in Wireless Networks | Jan 1, 2021 | Decision MakingScheduling | —Unverified | 0 |
| Early Prediction of Heart Disease Using PCA and Hybrid Genetic Algorithm with k-Means | Jan 1, 2021 | ClusteringDecision Making | —Unverified | 0 |
| DynaTune: Dynamic Tensor Program Optimization in Deep Neural Network Compilation | Jan 1, 2021 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| Learning to Learn with Smooth Regularization | Jan 1, 2021 | Decision MakingFew-Shot Learning | —Unverified | 0 |
| Beyond Trivial Counterfactual Generations with Diverse Valuable Explanations | Jan 1, 2021 | Attributecounterfactual | —Unverified | 0 |
| Model-based Navigation in Environments with Novel Layouts Using Abstract 2-D Maps | Jan 1, 2021 | Decision Making | —Unverified | 0 |