| Statistical Learning for Individualized Asset Allocation | Jan 20, 2022 | Decision Makingregression | —Unverified | 0 |
| Using Machine Learning to Test Causal Hypotheses in Conjoint Analysis | Jan 20, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Signal Strength and Noise Drive Feature Preference in CNN Image Classifiers | Jan 19, 2022 | Decision Makingimage-classification | CodeCode Available | 0 |
| POPPINS : A Population-Based Digital Spiking Neuromorphic Processor with Integer Quadratic Integrate-and-Fire Neurons | Jan 19, 2022 | Decision Making | —Unverified | 0 |
| Potential sources of dataset bias complicate investigation of underdiagnosis by machine learning algorithms | Jan 19, 2022 | Decision MakingFairness | —Unverified | 0 |
| Coupled Support Tensor Machine Classification for Multimodal Neuroimaging Data | Jan 19, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| Prospective Learning: Principled Extrapolation to the Future | Jan 19, 2022 | Continual LearningDecision Making | —Unverified | 0 |
| Combining Fast and Slow Thinking for Human-like and Efficient Navigation in Constrained Environments | Jan 18, 2022 | Common Sense ReasoningDecision Making | —Unverified | 0 |
| Explainable Decision Making with Lean and Argumentative Explanations | Jan 18, 2022 | Decision Making | —Unverified | 0 |
| Targeted Optimal Treatment Regime Learning Using Summary Statistics | Jan 17, 2022 | Decision Making | —Unverified | 0 |
| Parameterized Convex Universal Approximators for Decision-Making Problems | Jan 17, 2022 | Decision Making | CodeCode Available | 0 |
| Potential Game-Based Decision-Making for Autonomous Driving | Jan 16, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Chatbot Based Solution for Supporting Software Incident Management Process | Jan 15, 2022 | ChatbotDecision Making | —Unverified | 0 |
| Measuring Non-Probabilistic Uncertainty: A cognitive, logical and computational assessment of known and unknown unknowns | Jan 15, 2022 | Decision Making | —Unverified | 0 |
| Characterizing Big Data Management | Jan 15, 2022 | Decision MakingManagement | —Unverified | 0 |
| This Must Be the Place: Predicting Engagement of Online Communities in a Large-scale Distributed Campaign | Jan 14, 2022 | Decision Making | CodeCode Available | 0 |
| Automated Reinforcement Learning: An Overview | Jan 13, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Non-Stationary Representation Learning in Sequential Linear Bandits | Jan 13, 2022 | Decision MakingRepresentation Learning | —Unverified | 0 |
| Active Learning-Based Multistage Sequential Decision-Making Model with Application on Common Bile Duct Stone Evaluation | Jan 13, 2022 | Active LearningDecision Making | —Unverified | 0 |
| Constraint Learning to Define Trust Regions in Predictive-Model Embedded Optimization | Jan 12, 2022 | Decision Making | —Unverified | 0 |
| Multi-echelon Supply Chains with Uncertain Seasonal Demands and Lead Times Using Deep Reinforcement Learning | Jan 12, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Explaining Predictive Uncertainty by Looking Back at Model Explanations | Jan 11, 2022 | Decision MakingNatural Language Inference | —Unverified | 0 |
| Subgoal-Based Explanations for Unreliable Intelligent Decision Support Systems | Jan 11, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| STIR^2: Reward Relabelling for combined Reinforcement and Imitation Learning on sparse-reward tasks | Jan 11, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Pavlovian Signalling with General Value Functions in Agent-Agent Temporal Decision Making | Jan 11, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |