| Differentiable Constrained Imitation Learning for Robot Motion Planning and Control | Oct 21, 2022 | Decision MakingImitation Learning | —Unverified | 0 |
| Explainability in autonomous pedagogically structured scenarios | Oct 21, 2022 | Decision Making | —Unverified | 0 |
| Fine-Grained Session Recommendations in E-commerce using Deep Reinforcement Learning | Oct 20, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Object Goal Navigation Based on Semantics and RGB Ego View | Oct 20, 2022 | Decision MakingNavigate | —Unverified | 0 |
| Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers | Oct 20, 2022 | Decision Making | —Unverified | 0 |
| Understanding Key Point Cloud Features for Development Three-dimensional Adversarial Attacks | Oct 19, 2022 | 3D Point Cloud ClassificationAutonomous Driving | —Unverified | 0 |
| Channel-driven Decentralized Bayesian Federated Learning for Trustworthy Decision Making in D2D Networks | Oct 19, 2022 | Decision MakingFederated Learning | —Unverified | 0 |
| Causal Structure Learning with Recommendation System | Oct 19, 2022 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Integrated Decision and Control for High-Level Automated Vehicles by Mixed Policy Gradient and Its Experiment Verification | Oct 19, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Deep-based quality assessment of medical images through domain adaptation | Oct 19, 2022 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation | Oct 19, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Using deep convolutional neural networks to classify poisonous and edible mushrooms found in China | Oct 19, 2022 | Decision Making | —Unverified | 0 |
| Uncertainty in Extreme Multi-label Classification | Oct 18, 2022 | ClassificationDecision Making | —Unverified | 0 |
| Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel | Oct 18, 2022 | Decision MakingInductive Bias | —Unverified | 0 |
| Adaptive Oracle-Efficient Online Learning | Oct 17, 2022 | Decision Making | —Unverified | 0 |
| Stochastic Differentially Private and Fair Learning | Oct 17, 2022 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Probabilities of Causation: Role of Observational Data | Oct 17, 2022 | Decision Makingvalid | —Unverified | 0 |
| Decision-Making Among Bounded Rational Agents | Oct 17, 2022 | Decision MakingRobot Navigation | —Unverified | 0 |
| A Framework for Undergraduate Data Collection Strategies for Student Support Recommendation Systems in Higher Education | Oct 16, 2022 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Duality in optimal consumption--investment problems with alternative data | Oct 16, 2022 | Decision Making | —Unverified | 0 |
| Pareto Set Learning for Expensive Multi-Objective Optimization | Oct 16, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Limited or Biased: Modeling Sub-Rational Human Investors in Financial Markets | Oct 16, 2022 | Decision Making | —Unverified | 0 |
| Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making | Oct 16, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning | Oct 16, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Decoupling Deep Learning for Interpretable Image Recognition | Oct 15, 2022 | Decision MakingDecoder | —Unverified | 0 |