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| Inducing Functions through Reinforcement Learning without Task Specification | Nov 23, 2021 | Decision Makingimage-classification | —Unverified | 0 |
| Unsupervised COVID-19 Lesion Segmentation in CT Using Cycle Consistent Generative Adversarial Network | Nov 23, 2021 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| Semantic-Aware Collaborative Deep Reinforcement Learning Over Wireless Cellular Networks | Nov 23, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Uncertainty estimation under model misspecification in neural network regression | Nov 23, 2021 | Decision Makingregression | CodeCode Available | 0 |
| Appliance Level Short-term Load Forecasting via Recurrent Neural Network | Nov 23, 2021 | Decision MakingLoad Forecasting | —Unverified | 0 |
| Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction | Nov 22, 2021 | Burned Area DelineationDecision Making | CodeCode Available | 1 |
| Real-World Dexterous Object Manipulation based Deep Reinforcement Learning | Nov 22, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Explainable Deep Image Classifiers for Skin Lesion Diagnosis | Nov 22, 2021 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| UMBRELLA: Uncertainty-Aware Model-Based Offline Reinforcement Learning Leveraging Planning | Nov 22, 2021 | Decision MakingOffline RL | —Unverified | 0 |
| Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation | Nov 21, 2021 | Decision MakingOffline RL | —Unverified | 0 |
| PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation | Nov 20, 2021 | Decision MakingImage Segmentation | —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 |
| Adversarial Deep Learning for Online Resource Allocation | Nov 19, 2021 | Decision MakingDeep Learning | —Unverified | 0 |
| Building a Question Answering System for the Manufacturing Domain | Nov 19, 2021 | Decision MakingQuestion Answering | —Unverified | 0 |
| SpeedyIBL: A Comprehensive, Precise, and Fast Implementation of Instance-Based Learning Theory | Nov 19, 2021 | Decision MakingLearning Theory | CodeCode Available | 0 |
| Finding Useful Predictions by Meta-gradient Descent to Improve Decision-making | Nov 18, 2021 | Decision Making | —Unverified | 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 |
| From Optimality to Robustness: Dirichlet Sampling Strategies in Stochastic Bandits | 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 |
| Fine-grained prediction of food insecurity using news streams | Nov 17, 2021 | ArticlesDecision Making | —Unverified | 0 |
| Opinion Dynamics with Conflicting Interests | Nov 17, 2021 | Decision Making | —Unverified | 0 |
| ORSA: Outlier Robust Stacked Aggregation for Best- and Worst-Case Approximations of Ensemble Systems\ | Nov 17, 2021 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Jump Interval-Learning for Individualized Decision Making | Nov 17, 2021 | Decision Makingregression | —Unverified | 0 |
